{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Initializing model:\n",
      "    base model:         resnet152.\n",
      "    input_representation:     iframe.\n",
      "    num_class:          101.\n",
      "    num_segments:       3.\n",
      "        \n"
     ]
    },
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"UTF-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       " \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Generated by graphviz version 2.38.0 (20140413.2041)\n",
       " -->\n",
       "<!-- Title: %3 Pages: 1 -->\n",
       "<svg width=\"1953pt\" height=\"21805pt\"\n",
       " viewBox=\"0.00 0.00 1953.07 21805.00\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       "<g id=\"graph0\" class=\"graph\" transform=\"scale(0.662283 0.662283) rotate(0) translate(4 32920)\">\n",
       "<title>%3</title>\n",
       "<polygon fill=\"white\" stroke=\"none\" points=\"-4,4 -4,-32920 2945,-32920 2945,4 -4,4\"/>\n",
       "<!-- 139921935835032 -->\n",
       "<g id=\"node1\" class=\"node\"><title>139921935835032</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2529.5,-21 2431.5,-21 2431.5,-0 2529.5,-0 2529.5,-21\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-7.4\" font-family=\"Times,serif\" font-size=\"12.00\">MeanBackward1</text>\n",
       "</g>\n",
       "<!-- 139921935832736 -->\n",
       "<g id=\"node2\" class=\"node\"><title>139921935832736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2532.5,-78 2428.5,-78 2428.5,-57 2532.5,-57 2532.5,-78\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-64.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddmmBackward</text>\n",
       "</g>\n",
       "<!-- 139921935832736&#45;&gt;139921935835032 -->\n",
       "<g id=\"edge1\" class=\"edge\"><title>139921935832736&#45;&gt;139921935835032</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2480.5,-56.9197C2480.5,-49.9083 2480.5,-40.1442 2480.5,-31.4652\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2484,-31.3408 2480.5,-21.3408 2477,-31.3409 2484,-31.3408\"/>\n",
       "</g>\n",
       "<!-- 139921935833072 -->\n",
       "<g id=\"node3\" class=\"node\"><title>139921935833072</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2407.5,-135 2305.5,-135 2305.5,-114 2407.5,-114 2407.5,-135\"/>\n",
       "<text text-anchor=\"middle\" x=\"2356.5\" y=\"-121.4\" font-family=\"Times,serif\" font-size=\"12.00\">ExpandBackward</text>\n",
       "</g>\n",
       "<!-- 139921935833072&#45;&gt;139921935832736 -->\n",
       "<g id=\"edge2\" class=\"edge\"><title>139921935833072&#45;&gt;139921935832736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2378.1,-113.92C2397.8,-105.18 2427.15,-92.1625 2449.38,-82.3014\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2451.01,-85.409 2458.73,-78.155 2448.17,-79.0102 2451.01,-85.409\"/>\n",
       "</g>\n",
       "<!-- 139921935833296 -->\n",
       "<g id=\"node4\" class=\"node\"><title>139921935833296</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2401,-205 2294,-205 2294,-171 2401,-171 2401,-205\"/>\n",
       "<text text-anchor=\"middle\" x=\"2347.5\" y=\"-191.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.fc.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2347.5\" y=\"-178.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (101)</text>\n",
       "</g>\n",
       "<!-- 139921935833296&#45;&gt;139921935833072 -->\n",
       "<g id=\"edge3\" class=\"edge\"><title>139921935833296&#45;&gt;139921935833072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2349.86,-170.842C2351.02,-162.923 2352.43,-153.324 2353.65,-145.001\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2357.12,-145.443 2355.1,-135.042 2350.19,-144.43 2357.12,-145.443\"/>\n",
       "</g>\n",
       "<!-- 139921935832176 -->\n",
       "<g id=\"node5\" class=\"node\"><title>139921935832176</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2526.5,-135 2434.5,-135 2434.5,-114 2526.5,-114 2526.5,-135\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-121.4\" font-family=\"Times,serif\" font-size=\"12.00\">ViewBackward</text>\n",
       "</g>\n",
       "<!-- 139921935832176&#45;&gt;139921935832736 -->\n",
       "<g id=\"edge4\" class=\"edge\"><title>139921935832176&#45;&gt;139921935832736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2480.5,-113.92C2480.5,-106.908 2480.5,-97.1442 2480.5,-88.4652\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2484,-88.3408 2480.5,-78.3408 2477,-88.3409 2484,-88.3408\"/>\n",
       "</g>\n",
       "<!-- 139921935833128 -->\n",
       "<g id=\"node6\" class=\"node\"><title>139921935833128</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2542,-198.5 2419,-198.5 2419,-177.5 2542,-177.5 2542,-198.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-184.9\" font-family=\"Times,serif\" font-size=\"12.00\">AvgPool2DBackward</text>\n",
       "</g>\n",
       "<!-- 139921935833128&#45;&gt;139921935832176 -->\n",
       "<g id=\"edge5\" class=\"edge\"><title>139921935833128&#45;&gt;139921935832176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2480.5,-177.391C2480.5,-168.866 2480.5,-156.139 2480.5,-145.423\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2484,-145.245 2480.5,-135.245 2477,-145.245 2484,-145.245\"/>\n",
       "</g>\n",
       "<!-- 139921935834136 -->\n",
       "<g id=\"node7\" class=\"node\"><title>139921935834136</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2537,-262 2424,-262 2424,-241 2537,-241 2537,-262\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-248.4\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921935834136&#45;&gt;139921935833128 -->\n",
       "<g id=\"edge6\" class=\"edge\"><title>139921935834136&#45;&gt;139921935833128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2480.5,-240.891C2480.5,-232.366 2480.5,-219.639 2480.5,-208.923\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2484,-208.745 2480.5,-198.745 2477,-208.745 2484,-208.745\"/>\n",
       "</g>\n",
       "<!-- 139921935831280 -->\n",
       "<g id=\"node8\" class=\"node\"><title>139921935831280</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2526.5,-319 2434.5,-319 2434.5,-298 2526.5,-298 2526.5,-319\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-305.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139921935831280&#45;&gt;139921935834136 -->\n",
       "<g id=\"edge7\" class=\"edge\"><title>139921935831280&#45;&gt;139921935834136</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2480.5,-297.92C2480.5,-290.908 2480.5,-281.144 2480.5,-272.465\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2484,-272.341 2480.5,-262.341 2477,-272.341 2484,-272.341\"/>\n",
       "</g>\n",
       "<!-- 139921935831168 -->\n",
       "<g id=\"node9\" class=\"node\"><title>139921935831168</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2662,-376 2541,-376 2541,-355 2662,-355 2662,-376\"/>\n",
       "<text text-anchor=\"middle\" x=\"2601.5\" y=\"-362.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921935831168&#45;&gt;139921935831280 -->\n",
       "<g id=\"edge8\" class=\"edge\"><title>139921935831168&#45;&gt;139921935831280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2580.42,-354.92C2561.2,-346.18 2532.56,-333.163 2510.86,-323.301\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2512.29,-320.107 2501.74,-319.155 2509.4,-326.479 2512.29,-320.107\"/>\n",
       "</g>\n",
       "<!-- 139921935832960 -->\n",
       "<g id=\"node10\" class=\"node\"><title>139921935832960</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2577,-439.5 2470,-439.5 2470,-418.5 2577,-418.5 2577,-439.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2523.5\" y=\"-425.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921935832960&#45;&gt;139921935831168 -->\n",
       "<g id=\"edge9\" class=\"edge\"><title>139921935832960&#45;&gt;139921935831168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2535.69,-418.391C2547.94,-408.732 2567.03,-393.681 2581.5,-382.271\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2583.71,-384.982 2589.4,-376.042 2579.38,-379.485 2583.71,-384.982\"/>\n",
       "</g>\n",
       "<!-- 139921935831952 -->\n",
       "<g id=\"node11\" class=\"node\"><title>139921935831952</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2580,-509.5 2467,-509.5 2467,-488.5 2580,-488.5 2580,-509.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2523.5\" y=\"-495.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921935831952&#45;&gt;139921935832960 -->\n",
       "<g id=\"edge10\" class=\"edge\"><title>139921935831952&#45;&gt;139921935832960</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2523.5,-488.257C2523.5,-478.259 2523.5,-462.422 2523.5,-449.782\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2527,-449.725 2523.5,-439.725 2520,-449.725 2527,-449.725\"/>\n",
       "</g>\n",
       "<!-- 139921935832008 -->\n",
       "<g id=\"node12\" class=\"node\"><title>139921935832008</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2662,-573 2541,-573 2541,-552 2662,-552 2662,-573\"/>\n",
       "<text text-anchor=\"middle\" x=\"2601.5\" y=\"-559.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921935832008&#45;&gt;139921935831952 -->\n",
       "<g id=\"edge11\" class=\"edge\"><title>139921935832008&#45;&gt;139921935831952</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2589.31,-551.891C2577.06,-542.232 2557.97,-527.181 2543.5,-515.771\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2545.62,-512.985 2535.6,-509.542 2541.29,-518.482 2545.62,-512.985\"/>\n",
       "</g>\n",
       "<!-- 139921935831840 -->\n",
       "<g id=\"node13\" class=\"node\"><title>139921935831840</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2577,-636.5 2470,-636.5 2470,-615.5 2577,-615.5 2577,-636.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2523.5\" y=\"-622.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921935831840&#45;&gt;139921935832008 -->\n",
       "<g id=\"edge12\" class=\"edge\"><title>139921935831840&#45;&gt;139921935832008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2535.69,-615.391C2547.94,-605.732 2567.03,-590.681 2581.5,-579.271\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2583.71,-581.982 2589.4,-573.042 2579.38,-576.485 2583.71,-581.982\"/>\n",
       "</g>\n",
       "<!-- 139921935832792 -->\n",
       "<g id=\"node14\" class=\"node\"><title>139921935832792</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2580,-706.5 2467,-706.5 2467,-685.5 2580,-685.5 2580,-706.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2523.5\" y=\"-692.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921935832792&#45;&gt;139921935831840 -->\n",
       "<g id=\"edge13\" class=\"edge\"><title>139921935832792&#45;&gt;139921935831840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2523.5,-685.257C2523.5,-675.259 2523.5,-659.422 2523.5,-646.782\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2527,-646.725 2523.5,-636.725 2520,-646.725 2527,-646.725\"/>\n",
       "</g>\n",
       "<!-- 139921935832344 -->\n",
       "<g id=\"node15\" class=\"node\"><title>139921935832344</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2661,-770 2540,-770 2540,-749 2661,-749 2661,-770\"/>\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-756.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921935832344&#45;&gt;139921935832792 -->\n",
       "<g id=\"edge14\" class=\"edge\"><title>139921935832344&#45;&gt;139921935832792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2588.47,-748.891C2576.49,-739.323 2557.88,-724.462 2543.65,-713.092\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2545.44,-710.048 2535.45,-706.542 2541.08,-715.517 2545.44,-710.048\"/>\n",
       "</g>\n",
       "<!-- 139921935833352 -->\n",
       "<g id=\"node16\" class=\"node\"><title>139921935833352</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2572,-833.5 2465,-833.5 2465,-812.5 2572,-812.5 2572,-833.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2518.5\" y=\"-819.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921935833352&#45;&gt;139921935832344 -->\n",
       "<g id=\"edge15\" class=\"edge\"><title>139921935833352&#45;&gt;139921935832344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2531.31,-812.391C2544.19,-802.732 2564.26,-787.681 2579.47,-776.271\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2581.88,-778.842 2587.78,-770.042 2577.68,-773.242 2581.88,-778.842\"/>\n",
       "</g>\n",
       "<!-- 139921935831224 -->\n",
       "<g id=\"node17\" class=\"node\"><title>139921935831224</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2493,-903.5 2380,-903.5 2380,-882.5 2493,-882.5 2493,-903.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2436.5\" y=\"-889.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921935831224&#45;&gt;139921935831280 -->\n",
       "<g id=\"edge1032\" class=\"edge\"><title>139921935831224&#45;&gt;139921935831280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2436.5,-882.43C2436.5,-860.737 2436.5,-806.16 2436.5,-760.5 2436.5,-760.5 2436.5,-760.5 2436.5,-428 2436.5,-390.723 2455.87,-350.743 2468.91,-328.058\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2472.08,-329.571 2474.2,-319.189 2466.07,-325.986 2472.08,-329.571\"/>\n",
       "</g>\n",
       "<!-- 139921935831224&#45;&gt;139921935833352 -->\n",
       "<g id=\"edge16\" class=\"edge\"><title>139921935831224&#45;&gt;139921935833352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2448.25,-882.257C2461.48,-871.288 2483.18,-853.291 2498.97,-840.199\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2501.57,-842.583 2507.04,-833.505 2497.11,-837.195 2501.57,-842.583\"/>\n",
       "</g>\n",
       "<!-- 139921935833240 -->\n",
       "<g id=\"node18\" class=\"node\"><title>139921935833240</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2482.5,-967 2390.5,-967 2390.5,-946 2482.5,-946 2482.5,-967\"/>\n",
       "<text text-anchor=\"middle\" x=\"2436.5\" y=\"-953.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139921935833240&#45;&gt;139921935831224 -->\n",
       "<g id=\"edge17\" class=\"edge\"><title>139921935833240&#45;&gt;139921935831224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2436.5,-945.891C2436.5,-937.366 2436.5,-924.639 2436.5,-913.923\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2440,-913.745 2436.5,-903.745 2433,-913.745 2440,-913.745\"/>\n",
       "</g>\n",
       "<!-- 139922059236856 -->\n",
       "<g id=\"node19\" class=\"node\"><title>139922059236856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2618,-1024 2497,-1024 2497,-1003 2618,-1003 2618,-1024\"/>\n",
       "<text text-anchor=\"middle\" x=\"2557.5\" y=\"-1010.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059236856&#45;&gt;139921935833240 -->\n",
       "<g id=\"edge18\" class=\"edge\"><title>139922059236856&#45;&gt;139921935833240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2536.42,-1002.92C2517.2,-994.18 2488.56,-981.163 2466.86,-971.301\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2468.29,-968.107 2457.74,-967.155 2465.4,-974.479 2468.29,-968.107\"/>\n",
       "</g>\n",
       "<!-- 139922059238592 -->\n",
       "<g id=\"node20\" class=\"node\"><title>139922059238592</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2533,-1087.5 2426,-1087.5 2426,-1066.5 2533,-1066.5 2533,-1087.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1073.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059238592&#45;&gt;139922059236856 -->\n",
       "<g id=\"edge19\" class=\"edge\"><title>139922059238592&#45;&gt;139922059236856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2491.69,-1066.39C2503.94,-1056.73 2523.03,-1041.68 2537.5,-1030.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2539.71,-1032.98 2545.4,-1024.04 2535.38,-1027.49 2539.71,-1032.98\"/>\n",
       "</g>\n",
       "<!-- 139922059236800 -->\n",
       "<g id=\"node21\" class=\"node\"><title>139922059236800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2536,-1157.5 2423,-1157.5 2423,-1136.5 2536,-1136.5 2536,-1157.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1143.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059236800&#45;&gt;139922059238592 -->\n",
       "<g id=\"edge20\" class=\"edge\"><title>139922059236800&#45;&gt;139922059238592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2479.5,-1136.26C2479.5,-1126.26 2479.5,-1110.42 2479.5,-1097.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2483,-1097.72 2479.5,-1087.72 2476,-1097.72 2483,-1097.72\"/>\n",
       "</g>\n",
       "<!-- 139922059237696 -->\n",
       "<g id=\"node22\" class=\"node\"><title>139922059237696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2618,-1221 2497,-1221 2497,-1200 2618,-1200 2618,-1221\"/>\n",
       "<text text-anchor=\"middle\" x=\"2557.5\" y=\"-1207.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059237696&#45;&gt;139922059236800 -->\n",
       "<g id=\"edge21\" class=\"edge\"><title>139922059237696&#45;&gt;139922059236800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2545.31,-1199.89C2533.06,-1190.23 2513.97,-1175.18 2499.5,-1163.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2501.62,-1160.99 2491.6,-1157.54 2497.29,-1166.48 2501.62,-1160.99\"/>\n",
       "</g>\n",
       "<!-- 139922059236352 -->\n",
       "<g id=\"node23\" class=\"node\"><title>139922059236352</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2533,-1284.5 2426,-1284.5 2426,-1263.5 2533,-1263.5 2533,-1284.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1270.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059236352&#45;&gt;139922059237696 -->\n",
       "<g id=\"edge22\" class=\"edge\"><title>139922059236352&#45;&gt;139922059237696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2491.69,-1263.39C2503.94,-1253.73 2523.03,-1238.68 2537.5,-1227.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2539.71,-1229.98 2545.4,-1221.04 2535.38,-1224.49 2539.71,-1229.98\"/>\n",
       "</g>\n",
       "<!-- 139922059238648 -->\n",
       "<g id=\"node24\" class=\"node\"><title>139922059238648</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2536,-1354.5 2423,-1354.5 2423,-1333.5 2536,-1333.5 2536,-1354.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-1340.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059238648&#45;&gt;139922059236352 -->\n",
       "<g id=\"edge23\" class=\"edge\"><title>139922059238648&#45;&gt;139922059236352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2479.5,-1333.26C2479.5,-1323.26 2479.5,-1307.42 2479.5,-1294.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2483,-1294.72 2479.5,-1284.72 2476,-1294.72 2483,-1294.72\"/>\n",
       "</g>\n",
       "<!-- 139922059237752 -->\n",
       "<g id=\"node25\" class=\"node\"><title>139922059237752</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2617,-1418 2496,-1418 2496,-1397 2617,-1397 2617,-1418\"/>\n",
       "<text text-anchor=\"middle\" x=\"2556.5\" y=\"-1404.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059237752&#45;&gt;139922059238648 -->\n",
       "<g id=\"edge24\" class=\"edge\"><title>139922059237752&#45;&gt;139922059238648</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2544.47,-1396.89C2532.49,-1387.32 2513.88,-1372.46 2499.65,-1361.09\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2501.44,-1358.05 2491.45,-1354.54 2497.08,-1363.52 2501.44,-1358.05\"/>\n",
       "</g>\n",
       "<!-- 139922059237864 -->\n",
       "<g id=\"node26\" class=\"node\"><title>139922059237864</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2528,-1481.5 2421,-1481.5 2421,-1460.5 2528,-1460.5 2528,-1481.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2474.5\" y=\"-1467.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059237864&#45;&gt;139922059237752 -->\n",
       "<g id=\"edge25\" class=\"edge\"><title>139922059237864&#45;&gt;139922059237752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2487.31,-1460.39C2500.19,-1450.73 2520.26,-1435.68 2535.47,-1424.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2537.88,-1426.84 2543.78,-1418.04 2533.68,-1421.24 2537.88,-1426.84\"/>\n",
       "</g>\n",
       "<!-- 139922059237024 -->\n",
       "<g id=\"node27\" class=\"node\"><title>139922059237024</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2449,-1551.5 2336,-1551.5 2336,-1530.5 2449,-1530.5 2449,-1551.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-1537.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059237024&#45;&gt;139921935833240 -->\n",
       "<g id=\"edge1022\" class=\"edge\"><title>139922059237024&#45;&gt;139921935833240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2392.5,-1530.43C2392.5,-1508.74 2392.5,-1454.16 2392.5,-1408.5 2392.5,-1408.5 2392.5,-1408.5 2392.5,-1076 2392.5,-1038.72 2411.87,-998.743 2424.91,-976.058\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2428.08,-977.571 2430.2,-967.189 2422.07,-973.986 2428.08,-977.571\"/>\n",
       "</g>\n",
       "<!-- 139922059237024&#45;&gt;139922059237864 -->\n",
       "<g id=\"edge26\" class=\"edge\"><title>139922059237024&#45;&gt;139922059237864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2404.25,-1530.26C2417.48,-1519.29 2439.18,-1501.29 2454.97,-1488.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2457.57,-1490.58 2463.04,-1481.51 2453.11,-1485.19 2457.57,-1490.58\"/>\n",
       "</g>\n",
       "<!-- 139922059238144 -->\n",
       "<g id=\"node28\" class=\"node\"><title>139922059238144</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2438.5,-1615 2346.5,-1615 2346.5,-1594 2438.5,-1594 2438.5,-1615\"/>\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-1601.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059238144&#45;&gt;139922059237024 -->\n",
       "<g id=\"edge27\" class=\"edge\"><title>139922059238144&#45;&gt;139922059237024</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2392.5,-1593.89C2392.5,-1585.37 2392.5,-1572.64 2392.5,-1561.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2396,-1561.74 2392.5,-1551.74 2389,-1561.74 2396,-1561.74\"/>\n",
       "</g>\n",
       "<!-- 139922059238256 -->\n",
       "<g id=\"node29\" class=\"node\"><title>139922059238256</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2574,-1672 2453,-1672 2453,-1651 2574,-1651 2574,-1672\"/>\n",
       "<text text-anchor=\"middle\" x=\"2513.5\" y=\"-1658.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059238256&#45;&gt;139922059238144 -->\n",
       "<g id=\"edge28\" class=\"edge\"><title>139922059238256&#45;&gt;139922059238144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2492.42,-1650.92C2473.2,-1642.18 2444.56,-1629.16 2422.86,-1619.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2424.29,-1616.11 2413.74,-1615.16 2421.4,-1622.48 2424.29,-1616.11\"/>\n",
       "</g>\n",
       "<!-- 139922059238424 -->\n",
       "<g id=\"node30\" class=\"node\"><title>139922059238424</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2489,-1735.5 2382,-1735.5 2382,-1714.5 2489,-1714.5 2489,-1735.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2435.5\" y=\"-1721.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059238424&#45;&gt;139922059238256 -->\n",
       "<g id=\"edge29\" class=\"edge\"><title>139922059238424&#45;&gt;139922059238256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2447.69,-1714.39C2459.94,-1704.73 2479.03,-1689.68 2493.5,-1678.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2495.71,-1680.98 2501.4,-1672.04 2491.38,-1675.49 2495.71,-1680.98\"/>\n",
       "</g>\n",
       "<!-- 139922059239096 -->\n",
       "<g id=\"node31\" class=\"node\"><title>139922059239096</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2492,-1805.5 2379,-1805.5 2379,-1784.5 2492,-1784.5 2492,-1805.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2435.5\" y=\"-1791.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059239096&#45;&gt;139922059238424 -->\n",
       "<g id=\"edge30\" class=\"edge\"><title>139922059239096&#45;&gt;139922059238424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2435.5,-1784.26C2435.5,-1774.26 2435.5,-1758.42 2435.5,-1745.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2439,-1745.72 2435.5,-1735.72 2432,-1745.72 2439,-1745.72\"/>\n",
       "</g>\n",
       "<!-- 139922059239264 -->\n",
       "<g id=\"node32\" class=\"node\"><title>139922059239264</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2574,-1869 2453,-1869 2453,-1848 2574,-1848 2574,-1869\"/>\n",
       "<text text-anchor=\"middle\" x=\"2513.5\" y=\"-1855.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059239264&#45;&gt;139922059239096 -->\n",
       "<g id=\"edge31\" class=\"edge\"><title>139922059239264&#45;&gt;139922059239096</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2501.31,-1847.89C2489.06,-1838.23 2469.97,-1823.18 2455.5,-1811.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2457.62,-1808.99 2447.6,-1805.54 2453.29,-1814.48 2457.62,-1808.99\"/>\n",
       "</g>\n",
       "<!-- 139922059239376 -->\n",
       "<g id=\"node33\" class=\"node\"><title>139922059239376</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2514,-1932.5 2407,-1932.5 2407,-1911.5 2514,-1911.5 2514,-1932.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2460.5\" y=\"-1918.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059239376&#45;&gt;139922059239264 -->\n",
       "<g id=\"edge32\" class=\"edge\"><title>139922059239376&#45;&gt;139922059239264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2468.78,-1911.39C2476.67,-1902.24 2488.73,-1888.24 2498.34,-1877.09\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2501.23,-1879.1 2505.1,-1869.24 2495.92,-1874.54 2501.23,-1879.1\"/>\n",
       "</g>\n",
       "<!-- 139922059238760 -->\n",
       "<g id=\"node34\" class=\"node\"><title>139922059238760</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2517,-2002.5 2404,-2002.5 2404,-1981.5 2517,-1981.5 2517,-2002.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2460.5\" y=\"-1988.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059238760&#45;&gt;139922059239376 -->\n",
       "<g id=\"edge33\" class=\"edge\"><title>139922059238760&#45;&gt;139922059239376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2460.5,-1981.26C2460.5,-1971.26 2460.5,-1955.42 2460.5,-1942.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2464,-1942.72 2460.5,-1932.72 2457,-1942.72 2464,-1942.72\"/>\n",
       "</g>\n",
       "<!-- 139922059236688 -->\n",
       "<g id=\"node35\" class=\"node\"><title>139922059236688</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2616,-2066 2495,-2066 2495,-2045 2616,-2045 2616,-2066\"/>\n",
       "<text text-anchor=\"middle\" x=\"2555.5\" y=\"-2052.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059236688&#45;&gt;139922059238760 -->\n",
       "<g id=\"edge34\" class=\"edge\"><title>139922059236688&#45;&gt;139922059238760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2540.66,-2044.89C2525.46,-2035.05 2501.62,-2019.62 2483.88,-2008.14\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2485.54,-2005.04 2475.24,-2002.54 2481.73,-2010.91 2485.54,-2005.04\"/>\n",
       "</g>\n",
       "<!-- 139922059236576 -->\n",
       "<g id=\"node36\" class=\"node\"><title>139922059236576</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2562,-2129.5 2455,-2129.5 2455,-2108.5 2562,-2108.5 2562,-2129.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2508.5\" y=\"-2115.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059236576&#45;&gt;139922059236688 -->\n",
       "<g id=\"edge35\" class=\"edge\"><title>139922059236576&#45;&gt;139922059236688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2515.84,-2108.39C2522.77,-2099.33 2533.33,-2085.51 2541.81,-2074.42\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2544.76,-2076.32 2548.05,-2066.24 2539.2,-2072.07 2544.76,-2076.32\"/>\n",
       "</g>\n",
       "<!-- 139922059237192 -->\n",
       "<g id=\"node37\" class=\"node\"><title>139922059237192</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2503,-2199.5 2390,-2199.5 2390,-2178.5 2503,-2178.5 2503,-2199.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2446.5\" y=\"-2185.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059237192&#45;&gt;139922059236576 -->\n",
       "<g id=\"edge36\" class=\"edge\"><title>139922059237192&#45;&gt;139922059236576</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2455.38,-2178.26C2465.14,-2167.55 2481.01,-2150.15 2492.86,-2137.15\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2495.48,-2139.47 2499.63,-2129.72 2490.31,-2134.76 2495.48,-2139.47\"/>\n",
       "</g>\n",
       "<!-- 139923884139128 -->\n",
       "<g id=\"node962\" class=\"node\"><title>139923884139128</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2437,-2129.5 2330,-2129.5 2330,-2108.5 2437,-2108.5 2437,-2129.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2383.5\" y=\"-2115.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059237192&#45;&gt;139923884139128 -->\n",
       "<g id=\"edge1009\" class=\"edge\"><title>139922059237192&#45;&gt;139923884139128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2437.47,-2178.26C2427.56,-2167.55 2411.44,-2150.15 2399.39,-2137.15\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2401.87,-2134.68 2392.51,-2129.72 2396.74,-2139.44 2401.87,-2134.68\"/>\n",
       "</g>\n",
       "<!-- 139922059236296 -->\n",
       "<g id=\"node38\" class=\"node\"><title>139922059236296</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2492.5,-2263 2400.5,-2263 2400.5,-2242 2492.5,-2242 2492.5,-2263\"/>\n",
       "<text text-anchor=\"middle\" x=\"2446.5\" y=\"-2249.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059236296&#45;&gt;139922059237192 -->\n",
       "<g id=\"edge37\" class=\"edge\"><title>139922059236296&#45;&gt;139922059237192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2446.5,-2241.89C2446.5,-2233.37 2446.5,-2220.64 2446.5,-2209.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2450,-2209.74 2446.5,-2199.74 2443,-2209.74 2450,-2209.74\"/>\n",
       "</g>\n",
       "<!-- 139922059235792 -->\n",
       "<g id=\"node39\" class=\"node\"><title>139922059235792</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2629,-2320 2508,-2320 2508,-2299 2629,-2299 2629,-2320\"/>\n",
       "<text text-anchor=\"middle\" x=\"2568.5\" y=\"-2306.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059235792&#45;&gt;139922059236296 -->\n",
       "<g id=\"edge38\" class=\"edge\"><title>139922059235792&#45;&gt;139922059236296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2547.25,-2298.92C2527.86,-2290.18 2498.99,-2277.16 2477.11,-2267.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2478.47,-2264.07 2467.92,-2263.16 2475.59,-2270.46 2478.47,-2264.07\"/>\n",
       "</g>\n",
       "<!-- 139923829002872 -->\n",
       "<g id=\"node40\" class=\"node\"><title>139923829002872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2543,-2383.5 2436,-2383.5 2436,-2362.5 2543,-2362.5 2543,-2383.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2489.5\" y=\"-2369.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139923829002872&#45;&gt;139922059235792 -->\n",
       "<g id=\"edge39\" class=\"edge\"><title>139923829002872&#45;&gt;139922059235792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2501.84,-2362.39C2514.25,-2352.73 2533.58,-2337.68 2548.24,-2326.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2550.5,-2328.95 2556.24,-2320.04 2546.2,-2323.42 2550.5,-2328.95\"/>\n",
       "</g>\n",
       "<!-- 139923884138848 -->\n",
       "<g id=\"node41\" class=\"node\"><title>139923884138848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2546,-2453.5 2433,-2453.5 2433,-2432.5 2546,-2432.5 2546,-2453.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2489.5\" y=\"-2439.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139923884138848&#45;&gt;139923829002872 -->\n",
       "<g id=\"edge40\" class=\"edge\"><title>139923884138848&#45;&gt;139923829002872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2489.5,-2432.26C2489.5,-2422.26 2489.5,-2406.42 2489.5,-2393.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2493,-2393.72 2489.5,-2383.72 2486,-2393.72 2493,-2393.72\"/>\n",
       "</g>\n",
       "<!-- 139922037990904 -->\n",
       "<g id=\"node42\" class=\"node\"><title>139922037990904</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2629,-2517 2508,-2517 2508,-2496 2629,-2496 2629,-2517\"/>\n",
       "<text text-anchor=\"middle\" x=\"2568.5\" y=\"-2503.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922037990904&#45;&gt;139923884138848 -->\n",
       "<g id=\"edge41\" class=\"edge\"><title>139922037990904&#45;&gt;139923884138848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2556.16,-2495.89C2543.75,-2486.23 2524.42,-2471.18 2509.76,-2459.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2511.8,-2456.92 2501.76,-2453.54 2507.5,-2462.45 2511.8,-2456.92\"/>\n",
       "</g>\n",
       "<!-- 139922037991296 -->\n",
       "<g id=\"node43\" class=\"node\"><title>139922037991296</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2543,-2580.5 2436,-2580.5 2436,-2559.5 2543,-2559.5 2543,-2580.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2489.5\" y=\"-2566.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037991296&#45;&gt;139922037990904 -->\n",
       "<g id=\"edge42\" class=\"edge\"><title>139922037991296&#45;&gt;139922037990904</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2501.84,-2559.39C2514.25,-2549.73 2533.58,-2534.68 2548.24,-2523.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2550.5,-2525.95 2556.24,-2517.04 2546.2,-2520.42 2550.5,-2525.95\"/>\n",
       "</g>\n",
       "<!-- 139922037990400 -->\n",
       "<g id=\"node44\" class=\"node\"><title>139922037990400</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2546,-2650.5 2433,-2650.5 2433,-2629.5 2546,-2629.5 2546,-2650.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2489.5\" y=\"-2636.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037990400&#45;&gt;139922037991296 -->\n",
       "<g id=\"edge43\" class=\"edge\"><title>139922037990400&#45;&gt;139922037991296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2489.5,-2629.26C2489.5,-2619.26 2489.5,-2603.42 2489.5,-2590.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2493,-2590.72 2489.5,-2580.72 2486,-2590.72 2493,-2590.72\"/>\n",
       "</g>\n",
       "<!-- 139922037990848 -->\n",
       "<g id=\"node45\" class=\"node\"><title>139922037990848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2628,-2714 2507,-2714 2507,-2693 2628,-2693 2628,-2714\"/>\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-2700.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922037990848&#45;&gt;139922037990400 -->\n",
       "<g id=\"edge44\" class=\"edge\"><title>139922037990848&#45;&gt;139922037990400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2555.31,-2692.89C2543.06,-2683.23 2523.97,-2668.18 2509.5,-2656.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2511.62,-2653.99 2501.6,-2650.54 2507.29,-2659.48 2511.62,-2653.99\"/>\n",
       "</g>\n",
       "<!-- 139922037990568 -->\n",
       "<g id=\"node46\" class=\"node\"><title>139922037990568</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2538,-2777.5 2431,-2777.5 2431,-2756.5 2538,-2756.5 2538,-2777.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-2763.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037990568&#45;&gt;139922037990848 -->\n",
       "<g id=\"edge45\" class=\"edge\"><title>139922037990568&#45;&gt;139922037990848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2497.47,-2756.39C2510.5,-2746.73 2530.82,-2731.68 2546.22,-2720.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2548.67,-2722.81 2554.62,-2714.04 2544.5,-2717.18 2548.67,-2722.81\"/>\n",
       "</g>\n",
       "<!-- 139922059237360 -->\n",
       "<g id=\"node47\" class=\"node\"><title>139922059237360</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2459,-2847.5 2346,-2847.5 2346,-2826.5 2459,-2826.5 2459,-2847.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2402.5\" y=\"-2833.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059237360&#45;&gt;139922059236296 -->\n",
       "<g id=\"edge997\" class=\"edge\"><title>139922059237360&#45;&gt;139922059236296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2402.5,-2826.43C2402.5,-2804.74 2402.5,-2750.16 2402.5,-2704.5 2402.5,-2704.5 2402.5,-2704.5 2402.5,-2372 2402.5,-2334.72 2421.87,-2294.74 2434.91,-2272.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2438.08,-2273.57 2440.2,-2263.19 2432.07,-2269.99 2438.08,-2273.57\"/>\n",
       "</g>\n",
       "<!-- 139922059237360&#45;&gt;139922037990568 -->\n",
       "<g id=\"edge46\" class=\"edge\"><title>139922059237360&#45;&gt;139922037990568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2414.25,-2826.26C2427.48,-2815.29 2449.18,-2797.29 2464.97,-2784.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2467.57,-2786.58 2473.04,-2777.51 2463.11,-2781.19 2467.57,-2786.58\"/>\n",
       "</g>\n",
       "<!-- 139922037990120 -->\n",
       "<g id=\"node48\" class=\"node\"><title>139922037990120</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2448.5,-2911 2356.5,-2911 2356.5,-2890 2448.5,-2890 2448.5,-2911\"/>\n",
       "<text text-anchor=\"middle\" x=\"2402.5\" y=\"-2897.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922037990120&#45;&gt;139922059237360 -->\n",
       "<g id=\"edge47\" class=\"edge\"><title>139922037990120&#45;&gt;139922059237360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2402.5,-2889.89C2402.5,-2881.37 2402.5,-2868.64 2402.5,-2857.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2406,-2857.74 2402.5,-2847.74 2399,-2857.74 2406,-2857.74\"/>\n",
       "</g>\n",
       "<!-- 139922037991072 -->\n",
       "<g id=\"node49\" class=\"node\"><title>139922037991072</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2585,-2968 2464,-2968 2464,-2947 2585,-2947 2585,-2968\"/>\n",
       "<text text-anchor=\"middle\" x=\"2524.5\" y=\"-2954.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922037991072&#45;&gt;139922037990120 -->\n",
       "<g id=\"edge48\" class=\"edge\"><title>139922037991072&#45;&gt;139922037990120</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2503.25,-2946.92C2483.86,-2938.18 2454.99,-2925.16 2433.11,-2915.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2434.47,-2912.07 2423.92,-2911.16 2431.59,-2918.46 2434.47,-2912.07\"/>\n",
       "</g>\n",
       "<!-- 139922037991184 -->\n",
       "<g id=\"node50\" class=\"node\"><title>139922037991184</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2499,-3031.5 2392,-3031.5 2392,-3010.5 2499,-3010.5 2499,-3031.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2445.5\" y=\"-3017.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037991184&#45;&gt;139922037991072 -->\n",
       "<g id=\"edge49\" class=\"edge\"><title>139922037991184&#45;&gt;139922037991072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2457.84,-3010.39C2470.25,-3000.73 2489.58,-2985.68 2504.24,-2974.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2506.5,-2976.95 2512.24,-2968.04 2502.2,-2971.42 2506.5,-2976.95\"/>\n",
       "</g>\n",
       "<!-- 139922037991688 -->\n",
       "<g id=\"node51\" class=\"node\"><title>139922037991688</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2502,-3101.5 2389,-3101.5 2389,-3080.5 2502,-3080.5 2502,-3101.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2445.5\" y=\"-3087.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037991688&#45;&gt;139922037991184 -->\n",
       "<g id=\"edge50\" class=\"edge\"><title>139922037991688&#45;&gt;139922037991184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2445.5,-3080.26C2445.5,-3070.26 2445.5,-3054.42 2445.5,-3041.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2449,-3041.72 2445.5,-3031.72 2442,-3041.72 2449,-3041.72\"/>\n",
       "</g>\n",
       "<!-- 139922037992136 -->\n",
       "<g id=\"node52\" class=\"node\"><title>139922037992136</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2585,-3165 2464,-3165 2464,-3144 2585,-3144 2585,-3165\"/>\n",
       "<text text-anchor=\"middle\" x=\"2524.5\" y=\"-3151.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922037992136&#45;&gt;139922037991688 -->\n",
       "<g id=\"edge51\" class=\"edge\"><title>139922037992136&#45;&gt;139922037991688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2512.16,-3143.89C2499.75,-3134.23 2480.42,-3119.18 2465.76,-3107.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2467.8,-3104.92 2457.76,-3101.54 2463.5,-3110.45 2467.8,-3104.92\"/>\n",
       "</g>\n",
       "<!-- 139922037993312 -->\n",
       "<g id=\"node53\" class=\"node\"><title>139922037993312</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2499,-3228.5 2392,-3228.5 2392,-3207.5 2499,-3207.5 2499,-3228.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2445.5\" y=\"-3214.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037993312&#45;&gt;139922037992136 -->\n",
       "<g id=\"edge52\" class=\"edge\"><title>139922037993312&#45;&gt;139922037992136</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2457.84,-3207.39C2470.25,-3197.73 2489.58,-3182.68 2504.24,-3171.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2506.5,-3173.95 2512.24,-3165.04 2502.2,-3168.42 2506.5,-3173.95\"/>\n",
       "</g>\n",
       "<!-- 139922037993144 -->\n",
       "<g id=\"node54\" class=\"node\"><title>139922037993144</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2502,-3298.5 2389,-3298.5 2389,-3277.5 2502,-3277.5 2502,-3298.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2445.5\" y=\"-3284.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037993144&#45;&gt;139922037993312 -->\n",
       "<g id=\"edge53\" class=\"edge\"><title>139922037993144&#45;&gt;139922037993312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2445.5,-3277.26C2445.5,-3267.26 2445.5,-3251.42 2445.5,-3238.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2449,-3238.72 2445.5,-3228.72 2442,-3238.72 2449,-3238.72\"/>\n",
       "</g>\n",
       "<!-- 139922037993088 -->\n",
       "<g id=\"node55\" class=\"node\"><title>139922037993088</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2584,-3362 2463,-3362 2463,-3341 2584,-3341 2584,-3362\"/>\n",
       "<text text-anchor=\"middle\" x=\"2523.5\" y=\"-3348.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922037993088&#45;&gt;139922037993144 -->\n",
       "<g id=\"edge54\" class=\"edge\"><title>139922037993088&#45;&gt;139922037993144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2511.31,-3340.89C2499.06,-3331.23 2479.97,-3316.18 2465.5,-3304.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2467.62,-3301.99 2457.6,-3298.54 2463.29,-3307.48 2467.62,-3301.99\"/>\n",
       "</g>\n",
       "<!-- 139922037992416 -->\n",
       "<g id=\"node56\" class=\"node\"><title>139922037992416</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2494,-3425.5 2387,-3425.5 2387,-3404.5 2494,-3404.5 2494,-3425.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2440.5\" y=\"-3411.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037992416&#45;&gt;139922037993088 -->\n",
       "<g id=\"edge55\" class=\"edge\"><title>139922037992416&#45;&gt;139922037993088</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2453.47,-3404.39C2466.5,-3394.73 2486.82,-3379.68 2502.22,-3368.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2504.67,-3370.81 2510.62,-3362.04 2500.5,-3365.18 2504.67,-3370.81\"/>\n",
       "</g>\n",
       "<!-- 139922037991016 -->\n",
       "<g id=\"node57\" class=\"node\"><title>139922037991016</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2415,-3495.5 2302,-3495.5 2302,-3474.5 2415,-3474.5 2415,-3495.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2358.5\" y=\"-3481.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037991016&#45;&gt;139922037990120 -->\n",
       "<g id=\"edge987\" class=\"edge\"><title>139922037991016&#45;&gt;139922037990120</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2358.5,-3474.43C2358.5,-3452.74 2358.5,-3398.16 2358.5,-3352.5 2358.5,-3352.5 2358.5,-3352.5 2358.5,-3020 2358.5,-2982.72 2377.87,-2942.74 2390.91,-2920.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2394.08,-2921.57 2396.2,-2911.19 2388.07,-2917.99 2394.08,-2921.57\"/>\n",
       "</g>\n",
       "<!-- 139922037991016&#45;&gt;139922037992416 -->\n",
       "<g id=\"edge56\" class=\"edge\"><title>139922037991016&#45;&gt;139922037992416</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2370.25,-3474.26C2383.48,-3463.29 2405.18,-3445.29 2420.97,-3432.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2423.57,-3434.58 2429.04,-3425.51 2419.11,-3429.19 2423.57,-3434.58\"/>\n",
       "</g>\n",
       "<!-- 139922037992528 -->\n",
       "<g id=\"node58\" class=\"node\"><title>139922037992528</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2404.5,-3559 2312.5,-3559 2312.5,-3538 2404.5,-3538 2404.5,-3559\"/>\n",
       "<text text-anchor=\"middle\" x=\"2358.5\" y=\"-3545.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922037992528&#45;&gt;139922037991016 -->\n",
       "<g id=\"edge57\" class=\"edge\"><title>139922037992528&#45;&gt;139922037991016</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2358.5,-3537.89C2358.5,-3529.37 2358.5,-3516.64 2358.5,-3505.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2362,-3505.74 2358.5,-3495.74 2355,-3505.74 2362,-3505.74\"/>\n",
       "</g>\n",
       "<!-- 139922037992360 -->\n",
       "<g id=\"node59\" class=\"node\"><title>139922037992360</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2541,-3616 2420,-3616 2420,-3595 2541,-3595 2541,-3616\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-3602.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922037992360&#45;&gt;139922037992528 -->\n",
       "<g id=\"edge58\" class=\"edge\"><title>139922037992360&#45;&gt;139922037992528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2459.25,-3594.92C2439.86,-3586.18 2410.99,-3573.16 2389.11,-3563.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2390.47,-3560.07 2379.92,-3559.16 2387.59,-3566.46 2390.47,-3560.07\"/>\n",
       "</g>\n",
       "<!-- 139922037992304 -->\n",
       "<g id=\"node60\" class=\"node\"><title>139922037992304</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2455,-3679.5 2348,-3679.5 2348,-3658.5 2455,-3658.5 2455,-3679.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2401.5\" y=\"-3665.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037992304&#45;&gt;139922037992360 -->\n",
       "<g id=\"edge59\" class=\"edge\"><title>139922037992304&#45;&gt;139922037992360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2413.84,-3658.39C2426.25,-3648.73 2445.58,-3633.68 2460.24,-3622.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2462.5,-3624.95 2468.24,-3616.04 2458.2,-3619.42 2462.5,-3624.95\"/>\n",
       "</g>\n",
       "<!-- 139923804882256 -->\n",
       "<g id=\"node61\" class=\"node\"><title>139923804882256</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2458,-3749.5 2345,-3749.5 2345,-3728.5 2458,-3728.5 2458,-3749.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2401.5\" y=\"-3735.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139923804882256&#45;&gt;139922037992304 -->\n",
       "<g id=\"edge60\" class=\"edge\"><title>139923804882256&#45;&gt;139922037992304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2401.5,-3728.26C2401.5,-3718.26 2401.5,-3702.42 2401.5,-3689.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2405,-3689.72 2401.5,-3679.72 2398,-3689.72 2405,-3689.72\"/>\n",
       "</g>\n",
       "<!-- 139922073162696 -->\n",
       "<g id=\"node62\" class=\"node\"><title>139922073162696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2541,-3813 2420,-3813 2420,-3792 2541,-3792 2541,-3813\"/>\n",
       "<text text-anchor=\"middle\" x=\"2480.5\" y=\"-3799.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922073162696&#45;&gt;139923804882256 -->\n",
       "<g id=\"edge61\" class=\"edge\"><title>139922073162696&#45;&gt;139923804882256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2468.16,-3791.89C2455.75,-3782.23 2436.42,-3767.18 2421.76,-3755.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2423.8,-3752.92 2413.76,-3749.54 2419.5,-3758.45 2423.8,-3752.92\"/>\n",
       "</g>\n",
       "<!-- 139923794451144 -->\n",
       "<g id=\"node63\" class=\"node\"><title>139923794451144</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2455,-3876.5 2348,-3876.5 2348,-3855.5 2455,-3855.5 2455,-3876.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2401.5\" y=\"-3862.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139923794451144&#45;&gt;139922073162696 -->\n",
       "<g id=\"edge62\" class=\"edge\"><title>139923794451144&#45;&gt;139922073162696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2413.84,-3855.39C2426.25,-3845.73 2445.58,-3830.68 2460.24,-3819.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2462.5,-3821.95 2468.24,-3813.04 2458.2,-3816.42 2462.5,-3821.95\"/>\n",
       "</g>\n",
       "<!-- 139921835091336 -->\n",
       "<g id=\"node64\" class=\"node\"><title>139921835091336</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2458,-3946.5 2345,-3946.5 2345,-3925.5 2458,-3925.5 2458,-3946.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2401.5\" y=\"-3932.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835091336&#45;&gt;139923794451144 -->\n",
       "<g id=\"edge63\" class=\"edge\"><title>139921835091336&#45;&gt;139923794451144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2401.5,-3925.26C2401.5,-3915.26 2401.5,-3899.42 2401.5,-3886.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2405,-3886.72 2401.5,-3876.72 2398,-3886.72 2405,-3886.72\"/>\n",
       "</g>\n",
       "<!-- 139921835091168 -->\n",
       "<g id=\"node65\" class=\"node\"><title>139921835091168</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2540,-4010 2419,-4010 2419,-3989 2540,-3989 2540,-4010\"/>\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-3996.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921835091168&#45;&gt;139921835091336 -->\n",
       "<g id=\"edge64\" class=\"edge\"><title>139921835091168&#45;&gt;139921835091336</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2467.31,-3988.89C2455.06,-3979.23 2435.97,-3964.18 2421.5,-3952.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2423.62,-3949.99 2413.6,-3946.54 2419.29,-3955.48 2423.62,-3949.99\"/>\n",
       "</g>\n",
       "<!-- 139921835091560 -->\n",
       "<g id=\"node66\" class=\"node\"><title>139921835091560</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2450,-4073.5 2343,-4073.5 2343,-4052.5 2450,-4052.5 2450,-4073.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2396.5\" y=\"-4059.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835091560&#45;&gt;139921835091168 -->\n",
       "<g id=\"edge65\" class=\"edge\"><title>139921835091560&#45;&gt;139921835091168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2409.47,-4052.39C2422.5,-4042.73 2442.82,-4027.68 2458.22,-4016.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2460.67,-4018.81 2466.62,-4010.04 2456.5,-4013.18 2460.67,-4018.81\"/>\n",
       "</g>\n",
       "<!-- 139922037991800 -->\n",
       "<g id=\"node67\" class=\"node\"><title>139922037991800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2371,-4143.5 2258,-4143.5 2258,-4122.5 2371,-4122.5 2371,-4143.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2314.5\" y=\"-4129.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922037991800&#45;&gt;139922037992528 -->\n",
       "<g id=\"edge977\" class=\"edge\"><title>139922037991800&#45;&gt;139922037992528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2314.5,-4122.43C2314.5,-4100.74 2314.5,-4046.16 2314.5,-4000.5 2314.5,-4000.5 2314.5,-4000.5 2314.5,-3668 2314.5,-3630.72 2333.87,-3590.74 2346.91,-3568.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2350.08,-3569.57 2352.2,-3559.19 2344.07,-3565.99 2350.08,-3569.57\"/>\n",
       "</g>\n",
       "<!-- 139922037991800&#45;&gt;139921835091560 -->\n",
       "<g id=\"edge66\" class=\"edge\"><title>139922037991800&#45;&gt;139921835091560</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2326.25,-4122.26C2339.48,-4111.29 2361.18,-4093.29 2376.97,-4080.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2379.57,-4082.58 2385.04,-4073.51 2375.11,-4077.19 2379.57,-4082.58\"/>\n",
       "</g>\n",
       "<!-- 139921835091616 -->\n",
       "<g id=\"node68\" class=\"node\"><title>139921835091616</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2360.5,-4207 2268.5,-4207 2268.5,-4186 2360.5,-4186 2360.5,-4207\"/>\n",
       "<text text-anchor=\"middle\" x=\"2314.5\" y=\"-4193.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139921835091616&#45;&gt;139922037991800 -->\n",
       "<g id=\"edge67\" class=\"edge\"><title>139921835091616&#45;&gt;139922037991800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2314.5,-4185.89C2314.5,-4177.37 2314.5,-4164.64 2314.5,-4153.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2318,-4153.74 2314.5,-4143.74 2311,-4153.74 2318,-4153.74\"/>\n",
       "</g>\n",
       "<!-- 139921835091840 -->\n",
       "<g id=\"node69\" class=\"node\"><title>139921835091840</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2497,-4264 2376,-4264 2376,-4243 2497,-4243 2497,-4264\"/>\n",
       "<text text-anchor=\"middle\" x=\"2436.5\" y=\"-4250.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921835091840&#45;&gt;139921835091616 -->\n",
       "<g id=\"edge68\" class=\"edge\"><title>139921835091840&#45;&gt;139921835091616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2415.25,-4242.92C2395.86,-4234.18 2366.99,-4221.16 2345.11,-4211.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2346.47,-4208.07 2335.92,-4207.16 2343.59,-4214.46 2346.47,-4208.07\"/>\n",
       "</g>\n",
       "<!-- 139921835092680 -->\n",
       "<g id=\"node70\" class=\"node\"><title>139921835092680</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2411,-4327.5 2304,-4327.5 2304,-4306.5 2411,-4306.5 2411,-4327.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2357.5\" y=\"-4313.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835092680&#45;&gt;139921835091840 -->\n",
       "<g id=\"edge69\" class=\"edge\"><title>139921835092680&#45;&gt;139921835091840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2369.84,-4306.39C2382.25,-4296.73 2401.58,-4281.68 2416.24,-4270.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2418.5,-4272.95 2424.24,-4264.04 2414.2,-4267.42 2418.5,-4272.95\"/>\n",
       "</g>\n",
       "<!-- 139921835090048 -->\n",
       "<g id=\"node71\" class=\"node\"><title>139921835090048</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2414,-4397.5 2301,-4397.5 2301,-4376.5 2414,-4376.5 2414,-4397.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2357.5\" y=\"-4383.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835090048&#45;&gt;139921835092680 -->\n",
       "<g id=\"edge70\" class=\"edge\"><title>139921835090048&#45;&gt;139921835092680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2357.5,-4376.26C2357.5,-4366.26 2357.5,-4350.42 2357.5,-4337.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2361,-4337.72 2357.5,-4327.72 2354,-4337.72 2361,-4337.72\"/>\n",
       "</g>\n",
       "<!-- 139921835091448 -->\n",
       "<g id=\"node72\" class=\"node\"><title>139921835091448</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2497,-4461 2376,-4461 2376,-4440 2497,-4440 2497,-4461\"/>\n",
       "<text text-anchor=\"middle\" x=\"2436.5\" y=\"-4447.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921835091448&#45;&gt;139921835090048 -->\n",
       "<g id=\"edge71\" class=\"edge\"><title>139921835091448&#45;&gt;139921835090048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2424.16,-4439.89C2411.75,-4430.23 2392.42,-4415.18 2377.76,-4403.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2379.8,-4400.92 2369.76,-4397.54 2375.5,-4406.45 2379.8,-4400.92\"/>\n",
       "</g>\n",
       "<!-- 139921835092792 -->\n",
       "<g id=\"node73\" class=\"node\"><title>139921835092792</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2411,-4524.5 2304,-4524.5 2304,-4503.5 2411,-4503.5 2411,-4524.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2357.5\" y=\"-4510.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835092792&#45;&gt;139921835091448 -->\n",
       "<g id=\"edge72\" class=\"edge\"><title>139921835092792&#45;&gt;139921835091448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2369.84,-4503.39C2382.25,-4493.73 2401.58,-4478.68 2416.24,-4467.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2418.5,-4469.95 2424.24,-4461.04 2414.2,-4464.42 2418.5,-4469.95\"/>\n",
       "</g>\n",
       "<!-- 139921835092456 -->\n",
       "<g id=\"node74\" class=\"node\"><title>139921835092456</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2414,-4594.5 2301,-4594.5 2301,-4573.5 2414,-4573.5 2414,-4594.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2357.5\" y=\"-4580.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835092456&#45;&gt;139921835092792 -->\n",
       "<g id=\"edge73\" class=\"edge\"><title>139921835092456&#45;&gt;139921835092792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2357.5,-4573.26C2357.5,-4563.26 2357.5,-4547.42 2357.5,-4534.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2361,-4534.72 2357.5,-4524.72 2354,-4534.72 2361,-4534.72\"/>\n",
       "</g>\n",
       "<!-- 139921835090664 -->\n",
       "<g id=\"node75\" class=\"node\"><title>139921835090664</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2496,-4658 2375,-4658 2375,-4637 2496,-4637 2496,-4658\"/>\n",
       "<text text-anchor=\"middle\" x=\"2435.5\" y=\"-4644.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921835090664&#45;&gt;139921835092456 -->\n",
       "<g id=\"edge74\" class=\"edge\"><title>139921835090664&#45;&gt;139921835092456</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2423.31,-4636.89C2411.06,-4627.23 2391.97,-4612.18 2377.5,-4600.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2379.62,-4597.99 2369.6,-4594.54 2375.29,-4603.48 2379.62,-4597.99\"/>\n",
       "</g>\n",
       "<!-- 139921835090776 -->\n",
       "<g id=\"node76\" class=\"node\"><title>139921835090776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2406,-4721.5 2299,-4721.5 2299,-4700.5 2406,-4700.5 2406,-4721.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2352.5\" y=\"-4707.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835090776&#45;&gt;139921835090664 -->\n",
       "<g id=\"edge75\" class=\"edge\"><title>139921835090776&#45;&gt;139921835090664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2365.47,-4700.39C2378.5,-4690.73 2398.82,-4675.68 2414.22,-4664.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2416.67,-4666.81 2422.62,-4658.04 2412.5,-4661.18 2416.67,-4666.81\"/>\n",
       "</g>\n",
       "<!-- 139921835091784 -->\n",
       "<g id=\"node77\" class=\"node\"><title>139921835091784</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2327,-4791.5 2214,-4791.5 2214,-4770.5 2327,-4770.5 2327,-4791.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2270.5\" y=\"-4777.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835091784&#45;&gt;139921835091616 -->\n",
       "<g id=\"edge967\" class=\"edge\"><title>139921835091784&#45;&gt;139921835091616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2270.5,-4770.43C2270.5,-4748.74 2270.5,-4694.16 2270.5,-4648.5 2270.5,-4648.5 2270.5,-4648.5 2270.5,-4316 2270.5,-4278.72 2289.87,-4238.74 2302.91,-4216.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2306.08,-4217.57 2308.2,-4207.19 2300.07,-4213.99 2306.08,-4217.57\"/>\n",
       "</g>\n",
       "<!-- 139921835091784&#45;&gt;139921835090776 -->\n",
       "<g id=\"edge76\" class=\"edge\"><title>139921835091784&#45;&gt;139921835090776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2282.25,-4770.26C2295.48,-4759.29 2317.18,-4741.29 2332.97,-4728.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2335.57,-4730.58 2341.04,-4721.51 2331.11,-4725.19 2335.57,-4730.58\"/>\n",
       "</g>\n",
       "<!-- 139921835090272 -->\n",
       "<g id=\"node78\" class=\"node\"><title>139921835090272</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2316.5,-4855 2224.5,-4855 2224.5,-4834 2316.5,-4834 2316.5,-4855\"/>\n",
       "<text text-anchor=\"middle\" x=\"2270.5\" y=\"-4841.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139921835090272&#45;&gt;139921835091784 -->\n",
       "<g id=\"edge77\" class=\"edge\"><title>139921835090272&#45;&gt;139921835091784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2270.5,-4833.89C2270.5,-4825.37 2270.5,-4812.64 2270.5,-4801.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2274,-4801.74 2270.5,-4791.74 2267,-4801.74 2274,-4801.74\"/>\n",
       "</g>\n",
       "<!-- 139921835090552 -->\n",
       "<g id=\"node79\" class=\"node\"><title>139921835090552</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2453,-4912 2332,-4912 2332,-4891 2453,-4891 2453,-4912\"/>\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-4898.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139921835090552&#45;&gt;139921835090272 -->\n",
       "<g id=\"edge78\" class=\"edge\"><title>139921835090552&#45;&gt;139921835090272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2371.25,-4890.92C2351.86,-4882.18 2322.99,-4869.16 2301.11,-4859.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2302.47,-4856.07 2291.92,-4855.16 2299.59,-4862.46 2302.47,-4856.07\"/>\n",
       "</g>\n",
       "<!-- 139921835092176 -->\n",
       "<g id=\"node80\" class=\"node\"><title>139921835092176</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2367,-4975.5 2260,-4975.5 2260,-4954.5 2367,-4954.5 2367,-4975.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2313.5\" y=\"-4961.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835092176&#45;&gt;139921835090552 -->\n",
       "<g id=\"edge79\" class=\"edge\"><title>139921835092176&#45;&gt;139921835090552</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2325.84,-4954.39C2338.25,-4944.73 2357.58,-4929.68 2372.24,-4918.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2374.5,-4920.95 2380.24,-4912.04 2370.2,-4915.42 2374.5,-4920.95\"/>\n",
       "</g>\n",
       "<!-- 139922058325128 -->\n",
       "<g id=\"node81\" class=\"node\"><title>139922058325128</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2370,-5045.5 2257,-5045.5 2257,-5024.5 2370,-5024.5 2370,-5045.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2313.5\" y=\"-5031.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058325128&#45;&gt;139921835092176 -->\n",
       "<g id=\"edge80\" class=\"edge\"><title>139922058325128&#45;&gt;139921835092176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2313.5,-5024.26C2313.5,-5014.26 2313.5,-4998.42 2313.5,-4985.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2317,-4985.72 2313.5,-4975.72 2310,-4985.72 2317,-4985.72\"/>\n",
       "</g>\n",
       "<!-- 139922058361040 -->\n",
       "<g id=\"node82\" class=\"node\"><title>139922058361040</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2453,-5109 2332,-5109 2332,-5088 2453,-5088 2453,-5109\"/>\n",
       "<text text-anchor=\"middle\" x=\"2392.5\" y=\"-5095.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058361040&#45;&gt;139922058325128 -->\n",
       "<g id=\"edge81\" class=\"edge\"><title>139922058361040&#45;&gt;139922058325128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2380.16,-5087.89C2367.75,-5078.23 2348.42,-5063.18 2333.76,-5051.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2335.8,-5048.92 2325.76,-5045.54 2331.5,-5054.45 2335.8,-5048.92\"/>\n",
       "</g>\n",
       "<!-- 139923881818432 -->\n",
       "<g id=\"node83\" class=\"node\"><title>139923881818432</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2367,-5172.5 2260,-5172.5 2260,-5151.5 2367,-5151.5 2367,-5172.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2313.5\" y=\"-5158.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139923881818432&#45;&gt;139922058361040 -->\n",
       "<g id=\"edge82\" class=\"edge\"><title>139923881818432&#45;&gt;139922058361040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2325.84,-5151.39C2338.25,-5141.73 2357.58,-5126.68 2372.24,-5115.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2374.5,-5117.95 2380.24,-5109.04 2370.2,-5112.42 2374.5,-5117.95\"/>\n",
       "</g>\n",
       "<!-- 139922058332928 -->\n",
       "<g id=\"node84\" class=\"node\"><title>139922058332928</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2370,-5242.5 2257,-5242.5 2257,-5221.5 2370,-5221.5 2370,-5242.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2313.5\" y=\"-5228.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058332928&#45;&gt;139923881818432 -->\n",
       "<g id=\"edge83\" class=\"edge\"><title>139922058332928&#45;&gt;139923881818432</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2313.5,-5221.26C2313.5,-5211.26 2313.5,-5195.42 2313.5,-5182.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2317,-5182.72 2313.5,-5172.72 2310,-5182.72 2317,-5182.72\"/>\n",
       "</g>\n",
       "<!-- 139922058333600 -->\n",
       "<g id=\"node85\" class=\"node\"><title>139922058333600</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2452,-5306 2331,-5306 2331,-5285 2452,-5285 2452,-5306\"/>\n",
       "<text text-anchor=\"middle\" x=\"2391.5\" y=\"-5292.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058333600&#45;&gt;139922058332928 -->\n",
       "<g id=\"edge84\" class=\"edge\"><title>139922058333600&#45;&gt;139922058332928</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2379.31,-5284.89C2367.06,-5275.23 2347.97,-5260.18 2333.5,-5248.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2335.62,-5245.99 2325.6,-5242.54 2331.29,-5251.48 2335.62,-5245.99\"/>\n",
       "</g>\n",
       "<!-- 139922057775088 -->\n",
       "<g id=\"node86\" class=\"node\"><title>139922057775088</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2362,-5369.5 2255,-5369.5 2255,-5348.5 2362,-5348.5 2362,-5369.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2308.5\" y=\"-5355.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057775088&#45;&gt;139922058333600 -->\n",
       "<g id=\"edge85\" class=\"edge\"><title>139922057775088&#45;&gt;139922058333600</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2321.47,-5348.39C2334.5,-5338.73 2354.82,-5323.68 2370.22,-5312.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2372.67,-5314.81 2378.62,-5306.04 2368.5,-5309.18 2372.67,-5314.81\"/>\n",
       "</g>\n",
       "<!-- 139921835092568 -->\n",
       "<g id=\"node87\" class=\"node\"><title>139921835092568</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2283,-5439.5 2170,-5439.5 2170,-5418.5 2283,-5418.5 2283,-5439.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2226.5\" y=\"-5425.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139921835092568&#45;&gt;139921835090272 -->\n",
       "<g id=\"edge957\" class=\"edge\"><title>139921835092568&#45;&gt;139921835090272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2226.5,-5418.43C2226.5,-5396.74 2226.5,-5342.16 2226.5,-5296.5 2226.5,-5296.5 2226.5,-5296.5 2226.5,-4964 2226.5,-4926.72 2245.87,-4886.74 2258.91,-4864.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2262.08,-4865.57 2264.2,-4855.19 2256.07,-4861.99 2262.08,-4865.57\"/>\n",
       "</g>\n",
       "<!-- 139921835092568&#45;&gt;139922057775088 -->\n",
       "<g id=\"edge86\" class=\"edge\"><title>139921835092568&#45;&gt;139922057775088</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2238.25,-5418.26C2251.48,-5407.29 2273.18,-5389.29 2288.97,-5376.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2291.57,-5378.58 2297.04,-5369.51 2287.11,-5373.19 2291.57,-5378.58\"/>\n",
       "</g>\n",
       "<!-- 139922057774304 -->\n",
       "<g id=\"node88\" class=\"node\"><title>139922057774304</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2272.5,-5503 2180.5,-5503 2180.5,-5482 2272.5,-5482 2272.5,-5503\"/>\n",
       "<text text-anchor=\"middle\" x=\"2226.5\" y=\"-5489.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922057774304&#45;&gt;139921835092568 -->\n",
       "<g id=\"edge87\" class=\"edge\"><title>139922057774304&#45;&gt;139921835092568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2226.5,-5481.89C2226.5,-5473.37 2226.5,-5460.64 2226.5,-5449.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2230,-5449.74 2226.5,-5439.74 2223,-5449.74 2230,-5449.74\"/>\n",
       "</g>\n",
       "<!-- 139922057774584 -->\n",
       "<g id=\"node89\" class=\"node\"><title>139922057774584</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2409,-5560 2288,-5560 2288,-5539 2409,-5539 2409,-5560\"/>\n",
       "<text text-anchor=\"middle\" x=\"2348.5\" y=\"-5546.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057774584&#45;&gt;139922057774304 -->\n",
       "<g id=\"edge88\" class=\"edge\"><title>139922057774584&#45;&gt;139922057774304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2327.25,-5538.92C2307.86,-5530.18 2278.99,-5517.16 2257.11,-5507.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2258.47,-5504.07 2247.92,-5503.16 2255.59,-5510.46 2258.47,-5504.07\"/>\n",
       "</g>\n",
       "<!-- 139922057774192 -->\n",
       "<g id=\"node90\" class=\"node\"><title>139922057774192</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2323,-5623.5 2216,-5623.5 2216,-5602.5 2323,-5602.5 2323,-5623.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2269.5\" y=\"-5609.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057774192&#45;&gt;139922057774584 -->\n",
       "<g id=\"edge89\" class=\"edge\"><title>139922057774192&#45;&gt;139922057774584</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2281.84,-5602.39C2294.25,-5592.73 2313.58,-5577.68 2328.24,-5566.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2330.5,-5568.95 2336.24,-5560.04 2326.2,-5563.42 2330.5,-5568.95\"/>\n",
       "</g>\n",
       "<!-- 139922057774360 -->\n",
       "<g id=\"node91\" class=\"node\"><title>139922057774360</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2326,-5693.5 2213,-5693.5 2213,-5672.5 2326,-5672.5 2326,-5693.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2269.5\" y=\"-5679.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057774360&#45;&gt;139922057774192 -->\n",
       "<g id=\"edge90\" class=\"edge\"><title>139922057774360&#45;&gt;139922057774192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2269.5,-5672.26C2269.5,-5662.26 2269.5,-5646.42 2269.5,-5633.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2273,-5633.72 2269.5,-5623.72 2266,-5633.72 2273,-5633.72\"/>\n",
       "</g>\n",
       "<!-- 139922057773968 -->\n",
       "<g id=\"node92\" class=\"node\"><title>139922057773968</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2409,-5757 2288,-5757 2288,-5736 2409,-5736 2409,-5757\"/>\n",
       "<text text-anchor=\"middle\" x=\"2348.5\" y=\"-5743.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057773968&#45;&gt;139922057774360 -->\n",
       "<g id=\"edge91\" class=\"edge\"><title>139922057773968&#45;&gt;139922057774360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2336.16,-5735.89C2323.75,-5726.23 2304.42,-5711.18 2289.76,-5699.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2291.8,-5696.92 2281.76,-5693.54 2287.5,-5702.45 2291.8,-5696.92\"/>\n",
       "</g>\n",
       "<!-- 139922057774136 -->\n",
       "<g id=\"node93\" class=\"node\"><title>139922057774136</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2323,-5820.5 2216,-5820.5 2216,-5799.5 2323,-5799.5 2323,-5820.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2269.5\" y=\"-5806.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057774136&#45;&gt;139922057773968 -->\n",
       "<g id=\"edge92\" class=\"edge\"><title>139922057774136&#45;&gt;139922057773968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2281.84,-5799.39C2294.25,-5789.73 2313.58,-5774.68 2328.24,-5763.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2330.5,-5765.95 2336.24,-5757.04 2326.2,-5760.42 2330.5,-5765.95\"/>\n",
       "</g>\n",
       "<!-- 139922057773800 -->\n",
       "<g id=\"node94\" class=\"node\"><title>139922057773800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2326,-5890.5 2213,-5890.5 2213,-5869.5 2326,-5869.5 2326,-5890.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2269.5\" y=\"-5876.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057773800&#45;&gt;139922057774136 -->\n",
       "<g id=\"edge93\" class=\"edge\"><title>139922057773800&#45;&gt;139922057774136</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2269.5,-5869.26C2269.5,-5859.26 2269.5,-5843.42 2269.5,-5830.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2273,-5830.72 2269.5,-5820.72 2266,-5830.72 2273,-5830.72\"/>\n",
       "</g>\n",
       "<!-- 139922057775424 -->\n",
       "<g id=\"node95\" class=\"node\"><title>139922057775424</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2408,-5954 2287,-5954 2287,-5933 2408,-5933 2408,-5954\"/>\n",
       "<text text-anchor=\"middle\" x=\"2347.5\" y=\"-5940.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057775424&#45;&gt;139922057773800 -->\n",
       "<g id=\"edge94\" class=\"edge\"><title>139922057775424&#45;&gt;139922057773800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2335.31,-5932.89C2323.06,-5923.23 2303.97,-5908.18 2289.5,-5896.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2291.62,-5893.99 2281.6,-5890.54 2287.29,-5899.48 2291.62,-5893.99\"/>\n",
       "</g>\n",
       "<!-- 139922057773128 -->\n",
       "<g id=\"node96\" class=\"node\"><title>139922057773128</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2318,-6017.5 2211,-6017.5 2211,-5996.5 2318,-5996.5 2318,-6017.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2264.5\" y=\"-6003.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057773128&#45;&gt;139922057775424 -->\n",
       "<g id=\"edge95\" class=\"edge\"><title>139922057773128&#45;&gt;139922057775424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2277.47,-5996.39C2290.5,-5986.73 2310.82,-5971.68 2326.22,-5960.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2328.67,-5962.81 2334.62,-5954.04 2324.5,-5957.18 2328.67,-5962.81\"/>\n",
       "</g>\n",
       "<!-- 139922057774528 -->\n",
       "<g id=\"node97\" class=\"node\"><title>139922057774528</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2239,-6087.5 2126,-6087.5 2126,-6066.5 2239,-6066.5 2239,-6087.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2182.5\" y=\"-6073.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057774528&#45;&gt;139922057774304 -->\n",
       "<g id=\"edge947\" class=\"edge\"><title>139922057774528&#45;&gt;139922057774304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2182.5,-6066.43C2182.5,-6044.74 2182.5,-5990.16 2182.5,-5944.5 2182.5,-5944.5 2182.5,-5944.5 2182.5,-5612 2182.5,-5574.72 2201.87,-5534.74 2214.91,-5512.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2218.08,-5513.57 2220.2,-5503.19 2212.07,-5509.99 2218.08,-5513.57\"/>\n",
       "</g>\n",
       "<!-- 139922057774528&#45;&gt;139922057773128 -->\n",
       "<g id=\"edge96\" class=\"edge\"><title>139922057774528&#45;&gt;139922057773128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2194.25,-6066.26C2207.48,-6055.29 2229.18,-6037.29 2244.97,-6024.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2247.57,-6026.58 2253.04,-6017.51 2243.11,-6021.19 2247.57,-6026.58\"/>\n",
       "</g>\n",
       "<!-- 139922057775480 -->\n",
       "<g id=\"node98\" class=\"node\"><title>139922057775480</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2228.5,-6151 2136.5,-6151 2136.5,-6130 2228.5,-6130 2228.5,-6151\"/>\n",
       "<text text-anchor=\"middle\" x=\"2182.5\" y=\"-6137.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922057775480&#45;&gt;139922057774528 -->\n",
       "<g id=\"edge97\" class=\"edge\"><title>139922057775480&#45;&gt;139922057774528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2182.5,-6129.89C2182.5,-6121.37 2182.5,-6108.64 2182.5,-6097.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2186,-6097.74 2182.5,-6087.74 2179,-6097.74 2186,-6097.74\"/>\n",
       "</g>\n",
       "<!-- 139922057775312 -->\n",
       "<g id=\"node99\" class=\"node\"><title>139922057775312</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2365,-6208 2244,-6208 2244,-6187 2365,-6187 2365,-6208\"/>\n",
       "<text text-anchor=\"middle\" x=\"2304.5\" y=\"-6194.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057775312&#45;&gt;139922057775480 -->\n",
       "<g id=\"edge98\" class=\"edge\"><title>139922057775312&#45;&gt;139922057775480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2283.25,-6186.92C2263.86,-6178.18 2234.99,-6165.16 2213.11,-6155.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2214.47,-6152.07 2203.92,-6151.16 2211.59,-6158.46 2214.47,-6152.07\"/>\n",
       "</g>\n",
       "<!-- 139922057775704 -->\n",
       "<g id=\"node100\" class=\"node\"><title>139922057775704</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2279,-6271.5 2172,-6271.5 2172,-6250.5 2279,-6250.5 2279,-6271.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2225.5\" y=\"-6257.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057775704&#45;&gt;139922057775312 -->\n",
       "<g id=\"edge99\" class=\"edge\"><title>139922057775704&#45;&gt;139922057775312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2237.84,-6250.39C2250.25,-6240.73 2269.58,-6225.68 2284.24,-6214.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2286.5,-6216.95 2292.24,-6208.04 2282.2,-6211.42 2286.5,-6216.95\"/>\n",
       "</g>\n",
       "<!-- 139922057775200 -->\n",
       "<g id=\"node101\" class=\"node\"><title>139922057775200</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2282,-6341.5 2169,-6341.5 2169,-6320.5 2282,-6320.5 2282,-6341.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2225.5\" y=\"-6327.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057775200&#45;&gt;139922057775704 -->\n",
       "<g id=\"edge100\" class=\"edge\"><title>139922057775200&#45;&gt;139922057775704</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2225.5,-6320.26C2225.5,-6310.26 2225.5,-6294.42 2225.5,-6281.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2229,-6281.72 2225.5,-6271.72 2222,-6281.72 2229,-6281.72\"/>\n",
       "</g>\n",
       "<!-- 139922057776376 -->\n",
       "<g id=\"node102\" class=\"node\"><title>139922057776376</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2365,-6405 2244,-6405 2244,-6384 2365,-6384 2365,-6405\"/>\n",
       "<text text-anchor=\"middle\" x=\"2304.5\" y=\"-6391.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057776376&#45;&gt;139922057775200 -->\n",
       "<g id=\"edge101\" class=\"edge\"><title>139922057776376&#45;&gt;139922057775200</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2292.16,-6383.89C2279.75,-6374.23 2260.42,-6359.18 2245.76,-6347.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2247.8,-6344.92 2237.76,-6341.54 2243.5,-6350.45 2247.8,-6344.92\"/>\n",
       "</g>\n",
       "<!-- 139922057775872 -->\n",
       "<g id=\"node103\" class=\"node\"><title>139922057775872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2279,-6468.5 2172,-6468.5 2172,-6447.5 2279,-6447.5 2279,-6468.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2225.5\" y=\"-6454.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057775872&#45;&gt;139922057776376 -->\n",
       "<g id=\"edge102\" class=\"edge\"><title>139922057775872&#45;&gt;139922057776376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2237.84,-6447.39C2250.25,-6437.73 2269.58,-6422.68 2284.24,-6411.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2286.5,-6413.95 2292.24,-6405.04 2282.2,-6408.42 2286.5,-6413.95\"/>\n",
       "</g>\n",
       "<!-- 139922210334480 -->\n",
       "<g id=\"node104\" class=\"node\"><title>139922210334480</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2282,-6538.5 2169,-6538.5 2169,-6517.5 2282,-6517.5 2282,-6538.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2225.5\" y=\"-6524.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922210334480&#45;&gt;139922057775872 -->\n",
       "<g id=\"edge103\" class=\"edge\"><title>139922210334480&#45;&gt;139922057775872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2225.5,-6517.26C2225.5,-6507.26 2225.5,-6491.42 2225.5,-6478.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2229,-6478.72 2225.5,-6468.72 2222,-6478.72 2229,-6478.72\"/>\n",
       "</g>\n",
       "<!-- 139922056862968 -->\n",
       "<g id=\"node105\" class=\"node\"><title>139922056862968</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2364,-6602 2243,-6602 2243,-6581 2364,-6581 2364,-6602\"/>\n",
       "<text text-anchor=\"middle\" x=\"2303.5\" y=\"-6588.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922056862968&#45;&gt;139922210334480 -->\n",
       "<g id=\"edge104\" class=\"edge\"><title>139922056862968&#45;&gt;139922210334480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2291.31,-6580.89C2279.06,-6571.23 2259.97,-6556.18 2245.5,-6544.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2247.62,-6541.99 2237.6,-6538.54 2243.29,-6547.48 2247.62,-6541.99\"/>\n",
       "</g>\n",
       "<!-- 139922056863696 -->\n",
       "<g id=\"node106\" class=\"node\"><title>139922056863696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2274,-6665.5 2167,-6665.5 2167,-6644.5 2274,-6644.5 2274,-6665.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2220.5\" y=\"-6651.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922056863696&#45;&gt;139922056862968 -->\n",
       "<g id=\"edge105\" class=\"edge\"><title>139922056863696&#45;&gt;139922056862968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2233.47,-6644.39C2246.5,-6634.73 2266.82,-6619.68 2282.22,-6608.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2284.67,-6610.81 2290.62,-6602.04 2280.5,-6605.18 2284.67,-6610.81\"/>\n",
       "</g>\n",
       "<!-- 139922057775592 -->\n",
       "<g id=\"node107\" class=\"node\"><title>139922057775592</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2195,-6735.5 2082,-6735.5 2082,-6714.5 2195,-6714.5 2195,-6735.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-6721.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057775592&#45;&gt;139922057775480 -->\n",
       "<g id=\"edge937\" class=\"edge\"><title>139922057775592&#45;&gt;139922057775480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2138.5,-6714.43C2138.5,-6692.74 2138.5,-6638.16 2138.5,-6592.5 2138.5,-6592.5 2138.5,-6592.5 2138.5,-6260 2138.5,-6222.72 2157.87,-6182.74 2170.91,-6160.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2174.08,-6161.57 2176.2,-6151.19 2168.07,-6157.99 2174.08,-6161.57\"/>\n",
       "</g>\n",
       "<!-- 139922057775592&#45;&gt;139922056863696 -->\n",
       "<g id=\"edge106\" class=\"edge\"><title>139922057775592&#45;&gt;139922056863696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2150.25,-6714.26C2163.48,-6703.29 2185.18,-6685.29 2200.97,-6672.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2203.57,-6674.58 2209.04,-6665.51 2199.11,-6669.19 2203.57,-6674.58\"/>\n",
       "</g>\n",
       "<!-- 139922056863528 -->\n",
       "<g id=\"node108\" class=\"node\"><title>139922056863528</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2184.5,-6799 2092.5,-6799 2092.5,-6778 2184.5,-6778 2184.5,-6799\"/>\n",
       "<text text-anchor=\"middle\" x=\"2138.5\" y=\"-6785.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922056863528&#45;&gt;139922057775592 -->\n",
       "<g id=\"edge107\" class=\"edge\"><title>139922056863528&#45;&gt;139922057775592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2138.5,-6777.89C2138.5,-6769.37 2138.5,-6756.64 2138.5,-6745.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2142,-6745.74 2138.5,-6735.74 2135,-6745.74 2142,-6745.74\"/>\n",
       "</g>\n",
       "<!-- 139923911978680 -->\n",
       "<g id=\"node109\" class=\"node\"><title>139923911978680</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2321,-6856 2200,-6856 2200,-6835 2321,-6835 2321,-6856\"/>\n",
       "<text text-anchor=\"middle\" x=\"2260.5\" y=\"-6842.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139923911978680&#45;&gt;139922056863528 -->\n",
       "<g id=\"edge108\" class=\"edge\"><title>139923911978680&#45;&gt;139922056863528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2239.25,-6834.92C2219.86,-6826.18 2190.99,-6813.16 2169.11,-6803.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2170.47,-6800.07 2159.92,-6799.16 2167.59,-6806.46 2170.47,-6800.07\"/>\n",
       "</g>\n",
       "<!-- 139922058292192 -->\n",
       "<g id=\"node110\" class=\"node\"><title>139922058292192</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2235,-6919.5 2128,-6919.5 2128,-6898.5 2235,-6898.5 2235,-6919.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2181.5\" y=\"-6905.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058292192&#45;&gt;139923911978680 -->\n",
       "<g id=\"edge109\" class=\"edge\"><title>139922058292192&#45;&gt;139923911978680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2193.84,-6898.39C2206.25,-6888.73 2225.58,-6873.68 2240.24,-6862.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2242.5,-6864.95 2248.24,-6856.04 2238.2,-6859.42 2242.5,-6864.95\"/>\n",
       "</g>\n",
       "<!-- 139922058994240 -->\n",
       "<g id=\"node111\" class=\"node\"><title>139922058994240</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2238,-6989.5 2125,-6989.5 2125,-6968.5 2238,-6968.5 2238,-6989.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2181.5\" y=\"-6975.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058994240&#45;&gt;139922058292192 -->\n",
       "<g id=\"edge110\" class=\"edge\"><title>139922058994240&#45;&gt;139922058292192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2181.5,-6968.26C2181.5,-6958.26 2181.5,-6942.42 2181.5,-6929.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2185,-6929.72 2181.5,-6919.72 2178,-6929.72 2185,-6929.72\"/>\n",
       "</g>\n",
       "<!-- 139922058994184 -->\n",
       "<g id=\"node112\" class=\"node\"><title>139922058994184</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2321,-7053 2200,-7053 2200,-7032 2321,-7032 2321,-7053\"/>\n",
       "<text text-anchor=\"middle\" x=\"2260.5\" y=\"-7039.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058994184&#45;&gt;139922058994240 -->\n",
       "<g id=\"edge111\" class=\"edge\"><title>139922058994184&#45;&gt;139922058994240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2248.16,-7031.89C2235.75,-7022.23 2216.42,-7007.18 2201.76,-6995.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2203.8,-6992.92 2193.76,-6989.54 2199.5,-6998.45 2203.8,-6992.92\"/>\n",
       "</g>\n",
       "<!-- 139922058993848 -->\n",
       "<g id=\"node113\" class=\"node\"><title>139922058993848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2235,-7116.5 2128,-7116.5 2128,-7095.5 2235,-7095.5 2235,-7116.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2181.5\" y=\"-7102.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058993848&#45;&gt;139922058994184 -->\n",
       "<g id=\"edge112\" class=\"edge\"><title>139922058993848&#45;&gt;139922058994184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2193.84,-7095.39C2206.25,-7085.73 2225.58,-7070.68 2240.24,-7059.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2242.5,-7061.95 2248.24,-7053.04 2238.2,-7056.42 2242.5,-7061.95\"/>\n",
       "</g>\n",
       "<!-- 139922058994072 -->\n",
       "<g id=\"node114\" class=\"node\"><title>139922058994072</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2238,-7186.5 2125,-7186.5 2125,-7165.5 2238,-7165.5 2238,-7186.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2181.5\" y=\"-7172.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058994072&#45;&gt;139922058993848 -->\n",
       "<g id=\"edge113\" class=\"edge\"><title>139922058994072&#45;&gt;139922058993848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2181.5,-7165.26C2181.5,-7155.26 2181.5,-7139.42 2181.5,-7126.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2185,-7126.72 2181.5,-7116.72 2178,-7126.72 2185,-7126.72\"/>\n",
       "</g>\n",
       "<!-- 139922058995752 -->\n",
       "<g id=\"node115\" class=\"node\"><title>139922058995752</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2320,-7250 2199,-7250 2199,-7229 2320,-7229 2320,-7250\"/>\n",
       "<text text-anchor=\"middle\" x=\"2259.5\" y=\"-7236.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058995752&#45;&gt;139922058994072 -->\n",
       "<g id=\"edge114\" class=\"edge\"><title>139922058995752&#45;&gt;139922058994072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2247.31,-7228.89C2235.06,-7219.23 2215.97,-7204.18 2201.5,-7192.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2203.62,-7189.99 2193.6,-7186.54 2199.29,-7195.48 2203.62,-7189.99\"/>\n",
       "</g>\n",
       "<!-- 139922058994576 -->\n",
       "<g id=\"node116\" class=\"node\"><title>139922058994576</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2230,-7313.5 2123,-7313.5 2123,-7292.5 2230,-7292.5 2230,-7313.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2176.5\" y=\"-7299.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058994576&#45;&gt;139922058995752 -->\n",
       "<g id=\"edge115\" class=\"edge\"><title>139922058994576&#45;&gt;139922058995752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2189.47,-7292.39C2202.5,-7282.73 2222.82,-7267.68 2238.22,-7256.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2240.67,-7258.81 2246.62,-7250.04 2236.5,-7253.18 2240.67,-7258.81\"/>\n",
       "</g>\n",
       "<!-- 139922058292752 -->\n",
       "<g id=\"node117\" class=\"node\"><title>139922058292752</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2151,-7383.5 2038,-7383.5 2038,-7362.5 2151,-7362.5 2151,-7383.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2094.5\" y=\"-7369.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058292752&#45;&gt;139922056863528 -->\n",
       "<g id=\"edge927\" class=\"edge\"><title>139922058292752&#45;&gt;139922056863528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2094.5,-7362.43C2094.5,-7340.74 2094.5,-7286.16 2094.5,-7240.5 2094.5,-7240.5 2094.5,-7240.5 2094.5,-6908 2094.5,-6870.72 2113.87,-6830.74 2126.91,-6808.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2130.08,-6809.57 2132.2,-6799.19 2124.07,-6805.99 2130.08,-6809.57\"/>\n",
       "</g>\n",
       "<!-- 139922058292752&#45;&gt;139922058994576 -->\n",
       "<g id=\"edge116\" class=\"edge\"><title>139922058292752&#45;&gt;139922058994576</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2106.25,-7362.26C2119.48,-7351.29 2141.18,-7333.29 2156.97,-7320.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2159.57,-7322.58 2165.04,-7313.51 2155.11,-7317.19 2159.57,-7322.58\"/>\n",
       "</g>\n",
       "<!-- 139922058997040 -->\n",
       "<g id=\"node118\" class=\"node\"><title>139922058997040</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2140.5,-7447 2048.5,-7447 2048.5,-7426 2140.5,-7426 2140.5,-7447\"/>\n",
       "<text text-anchor=\"middle\" x=\"2094.5\" y=\"-7433.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058997040&#45;&gt;139922058292752 -->\n",
       "<g id=\"edge117\" class=\"edge\"><title>139922058997040&#45;&gt;139922058292752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2094.5,-7425.89C2094.5,-7417.37 2094.5,-7404.64 2094.5,-7393.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2098,-7393.74 2094.5,-7383.74 2091,-7393.74 2098,-7393.74\"/>\n",
       "</g>\n",
       "<!-- 139922058997208 -->\n",
       "<g id=\"node119\" class=\"node\"><title>139922058997208</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2277,-7504 2156,-7504 2156,-7483 2277,-7483 2277,-7504\"/>\n",
       "<text text-anchor=\"middle\" x=\"2216.5\" y=\"-7490.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058997208&#45;&gt;139922058997040 -->\n",
       "<g id=\"edge118\" class=\"edge\"><title>139922058997208&#45;&gt;139922058997040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2195.25,-7482.92C2175.86,-7474.18 2146.99,-7461.16 2125.11,-7451.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2126.47,-7448.07 2115.92,-7447.16 2123.59,-7454.46 2126.47,-7448.07\"/>\n",
       "</g>\n",
       "<!-- 139922058996424 -->\n",
       "<g id=\"node120\" class=\"node\"><title>139922058996424</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2191,-7567.5 2084,-7567.5 2084,-7546.5 2191,-7546.5 2191,-7567.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2137.5\" y=\"-7553.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058996424&#45;&gt;139922058997208 -->\n",
       "<g id=\"edge119\" class=\"edge\"><title>139922058996424&#45;&gt;139922058997208</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2149.84,-7546.39C2162.25,-7536.73 2181.58,-7521.68 2196.24,-7510.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2198.5,-7512.95 2204.24,-7504.04 2194.2,-7507.42 2198.5,-7512.95\"/>\n",
       "</g>\n",
       "<!-- 139922058996928 -->\n",
       "<g id=\"node121\" class=\"node\"><title>139922058996928</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2194,-7637.5 2081,-7637.5 2081,-7616.5 2194,-7616.5 2194,-7637.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2137.5\" y=\"-7623.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058996928&#45;&gt;139922058996424 -->\n",
       "<g id=\"edge120\" class=\"edge\"><title>139922058996928&#45;&gt;139922058996424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2137.5,-7616.26C2137.5,-7606.26 2137.5,-7590.42 2137.5,-7577.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2141,-7577.72 2137.5,-7567.72 2134,-7577.72 2141,-7577.72\"/>\n",
       "</g>\n",
       "<!-- 139922058996760 -->\n",
       "<g id=\"node122\" class=\"node\"><title>139922058996760</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2277,-7701 2156,-7701 2156,-7680 2277,-7680 2277,-7701\"/>\n",
       "<text text-anchor=\"middle\" x=\"2216.5\" y=\"-7687.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058996760&#45;&gt;139922058996928 -->\n",
       "<g id=\"edge121\" class=\"edge\"><title>139922058996760&#45;&gt;139922058996928</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2204.16,-7679.89C2191.75,-7670.23 2172.42,-7655.18 2157.76,-7643.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2159.8,-7640.92 2149.76,-7637.54 2155.5,-7646.45 2159.8,-7640.92\"/>\n",
       "</g>\n",
       "<!-- 139922058996480 -->\n",
       "<g id=\"node123\" class=\"node\"><title>139922058996480</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2191,-7764.5 2084,-7764.5 2084,-7743.5 2191,-7743.5 2191,-7764.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2137.5\" y=\"-7750.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058996480&#45;&gt;139922058996760 -->\n",
       "<g id=\"edge122\" class=\"edge\"><title>139922058996480&#45;&gt;139922058996760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2149.84,-7743.39C2162.25,-7733.73 2181.58,-7718.68 2196.24,-7707.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2198.5,-7709.95 2204.24,-7701.04 2194.2,-7704.42 2198.5,-7709.95\"/>\n",
       "</g>\n",
       "<!-- 139922058996088 -->\n",
       "<g id=\"node124\" class=\"node\"><title>139922058996088</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2194,-7834.5 2081,-7834.5 2081,-7813.5 2194,-7813.5 2194,-7834.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2137.5\" y=\"-7820.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058996088&#45;&gt;139922058996480 -->\n",
       "<g id=\"edge123\" class=\"edge\"><title>139922058996088&#45;&gt;139922058996480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2137.5,-7813.26C2137.5,-7803.26 2137.5,-7787.42 2137.5,-7774.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2141,-7774.72 2137.5,-7764.72 2134,-7774.72 2141,-7774.72\"/>\n",
       "</g>\n",
       "<!-- 139922058996144 -->\n",
       "<g id=\"node125\" class=\"node\"><title>139922058996144</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2276,-7898 2155,-7898 2155,-7877 2276,-7877 2276,-7898\"/>\n",
       "<text text-anchor=\"middle\" x=\"2215.5\" y=\"-7884.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058996144&#45;&gt;139922058996088 -->\n",
       "<g id=\"edge124\" class=\"edge\"><title>139922058996144&#45;&gt;139922058996088</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2203.31,-7876.89C2191.06,-7867.23 2171.97,-7852.18 2157.5,-7840.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2159.62,-7837.99 2149.6,-7834.54 2155.29,-7843.48 2159.62,-7837.99\"/>\n",
       "</g>\n",
       "<!-- 139922058997544 -->\n",
       "<g id=\"node126\" class=\"node\"><title>139922058997544</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2186,-7961.5 2079,-7961.5 2079,-7940.5 2186,-7940.5 2186,-7961.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2132.5\" y=\"-7947.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058997544&#45;&gt;139922058996144 -->\n",
       "<g id=\"edge125\" class=\"edge\"><title>139922058997544&#45;&gt;139922058996144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2145.47,-7940.39C2158.5,-7930.73 2178.82,-7915.68 2194.22,-7904.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2196.67,-7906.81 2202.62,-7898.04 2192.5,-7901.18 2196.67,-7906.81\"/>\n",
       "</g>\n",
       "<!-- 139922058997096 -->\n",
       "<g id=\"node127\" class=\"node\"><title>139922058997096</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2107,-8031.5 1994,-8031.5 1994,-8010.5 2107,-8010.5 2107,-8031.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2050.5\" y=\"-8017.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058997096&#45;&gt;139922058997040 -->\n",
       "<g id=\"edge917\" class=\"edge\"><title>139922058997096&#45;&gt;139922058997040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2050.5,-8010.43C2050.5,-7988.74 2050.5,-7934.16 2050.5,-7888.5 2050.5,-7888.5 2050.5,-7888.5 2050.5,-7556 2050.5,-7518.72 2069.87,-7478.74 2082.91,-7456.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2086.08,-7457.57 2088.2,-7447.19 2080.07,-7453.99 2086.08,-7457.57\"/>\n",
       "</g>\n",
       "<!-- 139922058997096&#45;&gt;139922058997544 -->\n",
       "<g id=\"edge126\" class=\"edge\"><title>139922058997096&#45;&gt;139922058997544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2062.25,-8010.26C2075.48,-7999.29 2097.18,-7981.29 2112.97,-7968.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2115.57,-7970.58 2121.04,-7961.51 2111.11,-7965.19 2115.57,-7970.58\"/>\n",
       "</g>\n",
       "<!-- 139922058994744 -->\n",
       "<g id=\"node128\" class=\"node\"><title>139922058994744</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2096.5,-8095 2004.5,-8095 2004.5,-8074 2096.5,-8074 2096.5,-8095\"/>\n",
       "<text text-anchor=\"middle\" x=\"2050.5\" y=\"-8081.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058994744&#45;&gt;139922058997096 -->\n",
       "<g id=\"edge127\" class=\"edge\"><title>139922058994744&#45;&gt;139922058997096</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2050.5,-8073.89C2050.5,-8065.37 2050.5,-8052.64 2050.5,-8041.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2054,-8041.74 2050.5,-8031.74 2047,-8041.74 2054,-8041.74\"/>\n",
       "</g>\n",
       "<!-- 139922058995640 -->\n",
       "<g id=\"node129\" class=\"node\"><title>139922058995640</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2233,-8152 2112,-8152 2112,-8131 2233,-8131 2233,-8152\"/>\n",
       "<text text-anchor=\"middle\" x=\"2172.5\" y=\"-8138.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058995640&#45;&gt;139922058994744 -->\n",
       "<g id=\"edge128\" class=\"edge\"><title>139922058995640&#45;&gt;139922058994744</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2151.25,-8130.92C2131.86,-8122.18 2102.99,-8109.16 2081.11,-8099.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2082.47,-8096.07 2071.92,-8095.16 2079.59,-8102.46 2082.47,-8096.07\"/>\n",
       "</g>\n",
       "<!-- 139922058997712 -->\n",
       "<g id=\"node130\" class=\"node\"><title>139922058997712</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2147,-8215.5 2040,-8215.5 2040,-8194.5 2147,-8194.5 2147,-8215.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2093.5\" y=\"-8201.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058997712&#45;&gt;139922058995640 -->\n",
       "<g id=\"edge129\" class=\"edge\"><title>139922058997712&#45;&gt;139922058995640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2105.84,-8194.39C2118.25,-8184.73 2137.58,-8169.68 2152.24,-8158.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2154.5,-8160.95 2160.24,-8152.04 2150.2,-8155.42 2154.5,-8160.95\"/>\n",
       "</g>\n",
       "<!-- 139922058997264 -->\n",
       "<g id=\"node131\" class=\"node\"><title>139922058997264</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2150,-8285.5 2037,-8285.5 2037,-8264.5 2150,-8264.5 2150,-8285.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2093.5\" y=\"-8271.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058997264&#45;&gt;139922058997712 -->\n",
       "<g id=\"edge130\" class=\"edge\"><title>139922058997264&#45;&gt;139922058997712</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2093.5,-8264.26C2093.5,-8254.26 2093.5,-8238.42 2093.5,-8225.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2097,-8225.72 2093.5,-8215.72 2090,-8225.72 2097,-8225.72\"/>\n",
       "</g>\n",
       "<!-- 139922058995472 -->\n",
       "<g id=\"node132\" class=\"node\"><title>139922058995472</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2233,-8349 2112,-8349 2112,-8328 2233,-8328 2233,-8349\"/>\n",
       "<text text-anchor=\"middle\" x=\"2172.5\" y=\"-8335.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058995472&#45;&gt;139922058997264 -->\n",
       "<g id=\"edge131\" class=\"edge\"><title>139922058995472&#45;&gt;139922058997264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2160.16,-8327.89C2147.75,-8318.23 2128.42,-8303.18 2113.76,-8291.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2115.8,-8288.92 2105.76,-8285.54 2111.5,-8294.45 2115.8,-8288.92\"/>\n",
       "</g>\n",
       "<!-- 139922058994856 -->\n",
       "<g id=\"node133\" class=\"node\"><title>139922058994856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2147,-8412.5 2040,-8412.5 2040,-8391.5 2147,-8391.5 2147,-8412.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2093.5\" y=\"-8398.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058994856&#45;&gt;139922058995472 -->\n",
       "<g id=\"edge132\" class=\"edge\"><title>139922058994856&#45;&gt;139922058995472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2105.84,-8391.39C2118.25,-8381.73 2137.58,-8366.68 2152.24,-8355.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2154.5,-8357.95 2160.24,-8349.04 2150.2,-8352.42 2154.5,-8357.95\"/>\n",
       "</g>\n",
       "<!-- 139922056904096 -->\n",
       "<g id=\"node134\" class=\"node\"><title>139922056904096</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2150,-8482.5 2037,-8482.5 2037,-8461.5 2150,-8461.5 2150,-8482.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2093.5\" y=\"-8468.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922056904096&#45;&gt;139922058994856 -->\n",
       "<g id=\"edge133\" class=\"edge\"><title>139922056904096&#45;&gt;139922058994856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2093.5,-8461.26C2093.5,-8451.26 2093.5,-8435.42 2093.5,-8422.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2097,-8422.72 2093.5,-8412.72 2090,-8422.72 2097,-8422.72\"/>\n",
       "</g>\n",
       "<!-- 139922056903256 -->\n",
       "<g id=\"node135\" class=\"node\"><title>139922056903256</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2232,-8546 2111,-8546 2111,-8525 2232,-8525 2232,-8546\"/>\n",
       "<text text-anchor=\"middle\" x=\"2171.5\" y=\"-8532.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922056903256&#45;&gt;139922056904096 -->\n",
       "<g id=\"edge134\" class=\"edge\"><title>139922056903256&#45;&gt;139922056904096</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2159.31,-8524.89C2147.06,-8515.23 2127.97,-8500.18 2113.5,-8488.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2115.62,-8485.99 2105.6,-8482.54 2111.29,-8491.48 2115.62,-8485.99\"/>\n",
       "</g>\n",
       "<!-- 139922056902696 -->\n",
       "<g id=\"node136\" class=\"node\"><title>139922056902696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2142,-8609.5 2035,-8609.5 2035,-8588.5 2142,-8588.5 2142,-8609.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2088.5\" y=\"-8595.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922056902696&#45;&gt;139922056903256 -->\n",
       "<g id=\"edge135\" class=\"edge\"><title>139922056902696&#45;&gt;139922056903256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2101.47,-8588.39C2114.5,-8578.73 2134.82,-8563.68 2150.22,-8552.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2152.67,-8554.81 2158.62,-8546.04 2148.5,-8549.18 2152.67,-8554.81\"/>\n",
       "</g>\n",
       "<!-- 139922058997488 -->\n",
       "<g id=\"node137\" class=\"node\"><title>139922058997488</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2063,-8679.5 1950,-8679.5 1950,-8658.5 2063,-8658.5 2063,-8679.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2006.5\" y=\"-8665.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058997488&#45;&gt;139922058994744 -->\n",
       "<g id=\"edge907\" class=\"edge\"><title>139922058997488&#45;&gt;139922058994744</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2006.5,-8658.43C2006.5,-8636.74 2006.5,-8582.16 2006.5,-8536.5 2006.5,-8536.5 2006.5,-8536.5 2006.5,-8204 2006.5,-8166.72 2025.87,-8126.74 2038.91,-8104.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2042.08,-8105.57 2044.2,-8095.19 2036.07,-8101.99 2042.08,-8105.57\"/>\n",
       "</g>\n",
       "<!-- 139922058997488&#45;&gt;139922056902696 -->\n",
       "<g id=\"edge136\" class=\"edge\"><title>139922058997488&#45;&gt;139922056902696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2018.25,-8658.26C2031.48,-8647.29 2053.18,-8629.29 2068.97,-8616.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2071.57,-8618.58 2077.04,-8609.51 2067.11,-8613.19 2071.57,-8618.58\"/>\n",
       "</g>\n",
       "<!-- 139922057707872 -->\n",
       "<g id=\"node138\" class=\"node\"><title>139922057707872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2052.5,-8743 1960.5,-8743 1960.5,-8722 2052.5,-8722 2052.5,-8743\"/>\n",
       "<text text-anchor=\"middle\" x=\"2006.5\" y=\"-8729.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922057707872&#45;&gt;139922058997488 -->\n",
       "<g id=\"edge137\" class=\"edge\"><title>139922057707872&#45;&gt;139922058997488</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2006.5,-8721.89C2006.5,-8713.37 2006.5,-8700.64 2006.5,-8689.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2010,-8689.74 2006.5,-8679.74 2003,-8689.74 2010,-8689.74\"/>\n",
       "</g>\n",
       "<!-- 139922057707816 -->\n",
       "<g id=\"node139\" class=\"node\"><title>139922057707816</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2189,-8800 2068,-8800 2068,-8779 2189,-8779 2189,-8800\"/>\n",
       "<text text-anchor=\"middle\" x=\"2128.5\" y=\"-8786.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057707816&#45;&gt;139922057707872 -->\n",
       "<g id=\"edge138\" class=\"edge\"><title>139922057707816&#45;&gt;139922057707872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2107.25,-8778.92C2087.86,-8770.18 2058.99,-8757.16 2037.11,-8747.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2038.47,-8744.07 2027.92,-8743.16 2035.59,-8750.46 2038.47,-8744.07\"/>\n",
       "</g>\n",
       "<!-- 139922057708656 -->\n",
       "<g id=\"node140\" class=\"node\"><title>139922057708656</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2103,-8863.5 1996,-8863.5 1996,-8842.5 2103,-8842.5 2103,-8863.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2049.5\" y=\"-8849.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057708656&#45;&gt;139922057707816 -->\n",
       "<g id=\"edge139\" class=\"edge\"><title>139922057708656&#45;&gt;139922057707816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2061.84,-8842.39C2074.25,-8832.73 2093.58,-8817.68 2108.24,-8806.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2110.5,-8808.95 2116.24,-8800.04 2106.2,-8803.42 2110.5,-8808.95\"/>\n",
       "</g>\n",
       "<!-- 139922057708320 -->\n",
       "<g id=\"node141\" class=\"node\"><title>139922057708320</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2106,-8933.5 1993,-8933.5 1993,-8912.5 2106,-8912.5 2106,-8933.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2049.5\" y=\"-8919.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057708320&#45;&gt;139922057708656 -->\n",
       "<g id=\"edge140\" class=\"edge\"><title>139922057708320&#45;&gt;139922057708656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2049.5,-8912.26C2049.5,-8902.26 2049.5,-8886.42 2049.5,-8873.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2053,-8873.72 2049.5,-8863.72 2046,-8873.72 2053,-8873.72\"/>\n",
       "</g>\n",
       "<!-- 139922057708712 -->\n",
       "<g id=\"node142\" class=\"node\"><title>139922057708712</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2189,-8997 2068,-8997 2068,-8976 2189,-8976 2189,-8997\"/>\n",
       "<text text-anchor=\"middle\" x=\"2128.5\" y=\"-8983.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057708712&#45;&gt;139922057708320 -->\n",
       "<g id=\"edge141\" class=\"edge\"><title>139922057708712&#45;&gt;139922057708320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2116.16,-8975.89C2103.75,-8966.23 2084.42,-8951.18 2069.76,-8939.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2071.8,-8936.92 2061.76,-8933.54 2067.5,-8942.45 2071.8,-8936.92\"/>\n",
       "</g>\n",
       "<!-- 139922057708488 -->\n",
       "<g id=\"node143\" class=\"node\"><title>139922057708488</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2103,-9060.5 1996,-9060.5 1996,-9039.5 2103,-9039.5 2103,-9060.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2049.5\" y=\"-9046.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057708488&#45;&gt;139922057708712 -->\n",
       "<g id=\"edge142\" class=\"edge\"><title>139922057708488&#45;&gt;139922057708712</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2061.84,-9039.39C2074.25,-9029.73 2093.58,-9014.68 2108.24,-9003.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2110.5,-9005.95 2116.24,-8997.04 2106.2,-9000.42 2110.5,-9005.95\"/>\n",
       "</g>\n",
       "<!-- 139922057708936 -->\n",
       "<g id=\"node144\" class=\"node\"><title>139922057708936</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2106,-9130.5 1993,-9130.5 1993,-9109.5 2106,-9109.5 2106,-9130.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2049.5\" y=\"-9116.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057708936&#45;&gt;139922057708488 -->\n",
       "<g id=\"edge143\" class=\"edge\"><title>139922057708936&#45;&gt;139922057708488</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2049.5,-9109.26C2049.5,-9099.26 2049.5,-9083.42 2049.5,-9070.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2053,-9070.72 2049.5,-9060.72 2046,-9070.72 2053,-9070.72\"/>\n",
       "</g>\n",
       "<!-- 139922057711008 -->\n",
       "<g id=\"node145\" class=\"node\"><title>139922057711008</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2188,-9194 2067,-9194 2067,-9173 2188,-9173 2188,-9194\"/>\n",
       "<text text-anchor=\"middle\" x=\"2127.5\" y=\"-9180.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057711008&#45;&gt;139922057708936 -->\n",
       "<g id=\"edge144\" class=\"edge\"><title>139922057711008&#45;&gt;139922057708936</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2115.31,-9172.89C2103.06,-9163.23 2083.97,-9148.18 2069.5,-9136.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2071.62,-9133.99 2061.6,-9130.54 2067.29,-9139.48 2071.62,-9133.99\"/>\n",
       "</g>\n",
       "<!-- 139922057710448 -->\n",
       "<g id=\"node146\" class=\"node\"><title>139922057710448</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2098,-9257.5 1991,-9257.5 1991,-9236.5 2098,-9236.5 2098,-9257.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2044.5\" y=\"-9243.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057710448&#45;&gt;139922057711008 -->\n",
       "<g id=\"edge145\" class=\"edge\"><title>139922057710448&#45;&gt;139922057711008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2057.47,-9236.39C2070.5,-9226.73 2090.82,-9211.68 2106.22,-9200.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2108.67,-9202.81 2114.62,-9194.04 2104.5,-9197.18 2108.67,-9202.81\"/>\n",
       "</g>\n",
       "<!-- 139922057707760 -->\n",
       "<g id=\"node147\" class=\"node\"><title>139922057707760</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2019,-9327.5 1906,-9327.5 1906,-9306.5 2019,-9306.5 2019,-9327.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1962.5\" y=\"-9313.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057707760&#45;&gt;139922057707872 -->\n",
       "<g id=\"edge897\" class=\"edge\"><title>139922057707760&#45;&gt;139922057707872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1962.5,-9306.43C1962.5,-9284.74 1962.5,-9230.16 1962.5,-9184.5 1962.5,-9184.5 1962.5,-9184.5 1962.5,-8852 1962.5,-8814.72 1981.87,-8774.74 1994.91,-8752.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1998.08,-8753.57 2000.2,-8743.19 1992.07,-8749.99 1998.08,-8753.57\"/>\n",
       "</g>\n",
       "<!-- 139922057707760&#45;&gt;139922057710448 -->\n",
       "<g id=\"edge146\" class=\"edge\"><title>139922057707760&#45;&gt;139922057710448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1974.25,-9306.26C1987.48,-9295.29 2009.18,-9277.29 2024.97,-9264.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2027.57,-9266.58 2033.04,-9257.51 2023.11,-9261.19 2027.57,-9266.58\"/>\n",
       "</g>\n",
       "<!-- 139922057710840 -->\n",
       "<g id=\"node148\" class=\"node\"><title>139922057710840</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2008.5,-9391 1916.5,-9391 1916.5,-9370 2008.5,-9370 2008.5,-9391\"/>\n",
       "<text text-anchor=\"middle\" x=\"1962.5\" y=\"-9377.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922057710840&#45;&gt;139922057707760 -->\n",
       "<g id=\"edge147\" class=\"edge\"><title>139922057710840&#45;&gt;139922057707760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1962.5,-9369.89C1962.5,-9361.37 1962.5,-9348.64 1962.5,-9337.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1966,-9337.74 1962.5,-9327.74 1959,-9337.74 1966,-9337.74\"/>\n",
       "</g>\n",
       "<!-- 139922057715896 -->\n",
       "<g id=\"node149\" class=\"node\"><title>139922057715896</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2145,-9448 2024,-9448 2024,-9427 2145,-9427 2145,-9448\"/>\n",
       "<text text-anchor=\"middle\" x=\"2084.5\" y=\"-9434.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057715896&#45;&gt;139922057710840 -->\n",
       "<g id=\"edge148\" class=\"edge\"><title>139922057715896&#45;&gt;139922057710840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2063.25,-9426.92C2043.86,-9418.18 2014.99,-9405.16 1993.11,-9395.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1994.47,-9392.07 1983.92,-9391.16 1991.59,-9398.46 1994.47,-9392.07\"/>\n",
       "</g>\n",
       "<!-- 139922057716512 -->\n",
       "<g id=\"node150\" class=\"node\"><title>139922057716512</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2059,-9511.5 1952,-9511.5 1952,-9490.5 2059,-9490.5 2059,-9511.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-9497.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057716512&#45;&gt;139922057715896 -->\n",
       "<g id=\"edge149\" class=\"edge\"><title>139922057716512&#45;&gt;139922057715896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2017.84,-9490.39C2030.25,-9480.73 2049.58,-9465.68 2064.24,-9454.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2066.5,-9456.95 2072.24,-9448.04 2062.2,-9451.42 2066.5,-9456.95\"/>\n",
       "</g>\n",
       "<!-- 139922057716736 -->\n",
       "<g id=\"node151\" class=\"node\"><title>139922057716736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2062,-9581.5 1949,-9581.5 1949,-9560.5 2062,-9560.5 2062,-9581.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-9567.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057716736&#45;&gt;139922057716512 -->\n",
       "<g id=\"edge150\" class=\"edge\"><title>139922057716736&#45;&gt;139922057716512</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2005.5,-9560.26C2005.5,-9550.26 2005.5,-9534.42 2005.5,-9521.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2009,-9521.72 2005.5,-9511.72 2002,-9521.72 2009,-9521.72\"/>\n",
       "</g>\n",
       "<!-- 139922057717128 -->\n",
       "<g id=\"node152\" class=\"node\"><title>139922057717128</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2145,-9645 2024,-9645 2024,-9624 2145,-9624 2145,-9645\"/>\n",
       "<text text-anchor=\"middle\" x=\"2084.5\" y=\"-9631.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057717128&#45;&gt;139922057716736 -->\n",
       "<g id=\"edge151\" class=\"edge\"><title>139922057717128&#45;&gt;139922057716736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2072.16,-9623.89C2059.75,-9614.23 2040.42,-9599.18 2025.76,-9587.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2027.8,-9584.92 2017.76,-9581.54 2023.5,-9590.45 2027.8,-9584.92\"/>\n",
       "</g>\n",
       "<!-- 139922057717296 -->\n",
       "<g id=\"node153\" class=\"node\"><title>139922057717296</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2059,-9708.5 1952,-9708.5 1952,-9687.5 2059,-9687.5 2059,-9708.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-9694.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057717296&#45;&gt;139922057717128 -->\n",
       "<g id=\"edge152\" class=\"edge\"><title>139922057717296&#45;&gt;139922057717128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2017.84,-9687.39C2030.25,-9677.73 2049.58,-9662.68 2064.24,-9651.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2066.5,-9653.95 2072.24,-9645.04 2062.2,-9648.42 2066.5,-9653.95\"/>\n",
       "</g>\n",
       "<!-- 139922057717632 -->\n",
       "<g id=\"node154\" class=\"node\"><title>139922057717632</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2062,-9778.5 1949,-9778.5 1949,-9757.5 2062,-9757.5 2062,-9778.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2005.5\" y=\"-9764.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057717632&#45;&gt;139922057717296 -->\n",
       "<g id=\"edge153\" class=\"edge\"><title>139922057717632&#45;&gt;139922057717296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2005.5,-9757.26C2005.5,-9747.26 2005.5,-9731.42 2005.5,-9718.78\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2009,-9718.72 2005.5,-9708.72 2002,-9718.72 2009,-9718.72\"/>\n",
       "</g>\n",
       "<!-- 139922057717800 -->\n",
       "<g id=\"node155\" class=\"node\"><title>139922057717800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2144,-9842 2023,-9842 2023,-9821 2144,-9821 2144,-9842\"/>\n",
       "<text text-anchor=\"middle\" x=\"2083.5\" y=\"-9828.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057717800&#45;&gt;139922057717632 -->\n",
       "<g id=\"edge154\" class=\"edge\"><title>139922057717800&#45;&gt;139922057717632</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2071.31,-9820.89C2059.06,-9811.23 2039.97,-9796.18 2025.5,-9784.77\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2027.62,-9781.99 2017.6,-9778.54 2023.29,-9787.48 2027.62,-9781.99\"/>\n",
       "</g>\n",
       "<!-- 139922057717912 -->\n",
       "<g id=\"node156\" class=\"node\"><title>139922057717912</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2054,-9905.5 1947,-9905.5 1947,-9884.5 2054,-9884.5 2054,-9905.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"2000.5\" y=\"-9891.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057717912&#45;&gt;139922057717800 -->\n",
       "<g id=\"edge155\" class=\"edge\"><title>139922057717912&#45;&gt;139922057717800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2013.47,-9884.39C2026.5,-9874.73 2046.82,-9859.68 2062.22,-9848.27\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2064.67,-9850.81 2070.62,-9842.04 2060.5,-9845.18 2064.67,-9850.81\"/>\n",
       "</g>\n",
       "<!-- 139922057717016 -->\n",
       "<g id=\"node157\" class=\"node\"><title>139922057717016</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1975,-9975.5 1862,-9975.5 1862,-9954.5 1975,-9954.5 1975,-9975.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-9961.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057717016&#45;&gt;139922057710840 -->\n",
       "<g id=\"edge887\" class=\"edge\"><title>139922057717016&#45;&gt;139922057710840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1918.5,-9954.43C1918.5,-9932.74 1918.5,-9878.16 1918.5,-9832.5 1918.5,-9832.5 1918.5,-9832.5 1918.5,-9500 1918.5,-9462.72 1937.87,-9422.74 1950.91,-9400.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1954.08,-9401.57 1956.2,-9391.19 1948.07,-9397.99 1954.08,-9401.57\"/>\n",
       "</g>\n",
       "<!-- 139922057717016&#45;&gt;139922057717912 -->\n",
       "<g id=\"edge156\" class=\"edge\"><title>139922057717016&#45;&gt;139922057717912</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1930.25,-9954.26C1943.48,-9943.29 1965.18,-9925.29 1980.97,-9912.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1983.57,-9914.58 1989.04,-9905.51 1979.11,-9909.19 1983.57,-9914.58\"/>\n",
       "</g>\n",
       "<!-- 139922057719368 -->\n",
       "<g id=\"node158\" class=\"node\"><title>139922057719368</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1964.5,-10039 1872.5,-10039 1872.5,-10018 1964.5,-10018 1964.5,-10039\"/>\n",
       "<text text-anchor=\"middle\" x=\"1918.5\" y=\"-10025.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922057719368&#45;&gt;139922057717016 -->\n",
       "<g id=\"edge157\" class=\"edge\"><title>139922057719368&#45;&gt;139922057717016</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1918.5,-10017.9C1918.5,-10009.4 1918.5,-9996.64 1918.5,-9985.92\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1922,-9985.74 1918.5,-9975.74 1915,-9985.74 1922,-9985.74\"/>\n",
       "</g>\n",
       "<!-- 139922057719760 -->\n",
       "<g id=\"node159\" class=\"node\"><title>139922057719760</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2101,-10096 1980,-10096 1980,-10075 2101,-10075 2101,-10096\"/>\n",
       "<text text-anchor=\"middle\" x=\"2040.5\" y=\"-10082.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057719760&#45;&gt;139922057719368 -->\n",
       "<g id=\"edge158\" class=\"edge\"><title>139922057719760&#45;&gt;139922057719368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2019.25,-10074.9C1999.86,-10066.2 1970.99,-10053.2 1949.11,-10043.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1950.47,-10040.1 1939.92,-10039.2 1947.59,-10046.5 1950.47,-10040.1\"/>\n",
       "</g>\n",
       "<!-- 139922057718416 -->\n",
       "<g id=\"node160\" class=\"node\"><title>139922057718416</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2015,-10159.5 1908,-10159.5 1908,-10138.5 2015,-10138.5 2015,-10159.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1961.5\" y=\"-10145.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057718416&#45;&gt;139922057719760 -->\n",
       "<g id=\"edge159\" class=\"edge\"><title>139922057718416&#45;&gt;139922057719760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1973.84,-10138.4C1986.25,-10128.7 2005.58,-10113.7 2020.24,-10102.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2022.5,-10104.9 2028.24,-10096 2018.2,-10099.4 2022.5,-10104.9\"/>\n",
       "</g>\n",
       "<!-- 139922057718808 -->\n",
       "<g id=\"node161\" class=\"node\"><title>139922057718808</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2018,-10229.5 1905,-10229.5 1905,-10208.5 2018,-10208.5 2018,-10229.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1961.5\" y=\"-10215.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057718808&#45;&gt;139922057718416 -->\n",
       "<g id=\"edge160\" class=\"edge\"><title>139922057718808&#45;&gt;139922057718416</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1961.5,-10208.3C1961.5,-10198.3 1961.5,-10182.4 1961.5,-10169.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1965,-10169.7 1961.5,-10159.7 1958,-10169.7 1965,-10169.7\"/>\n",
       "</g>\n",
       "<!-- 139922057719536 -->\n",
       "<g id=\"node162\" class=\"node\"><title>139922057719536</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2101,-10293 1980,-10293 1980,-10272 2101,-10272 2101,-10293\"/>\n",
       "<text text-anchor=\"middle\" x=\"2040.5\" y=\"-10279.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057719536&#45;&gt;139922057718808 -->\n",
       "<g id=\"edge161\" class=\"edge\"><title>139922057719536&#45;&gt;139922057718808</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2028.16,-10271.9C2015.75,-10262.2 1996.42,-10247.2 1981.76,-10235.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1983.8,-10232.9 1973.76,-10229.5 1979.5,-10238.4 1983.8,-10232.9\"/>\n",
       "</g>\n",
       "<!-- 139922058404304 -->\n",
       "<g id=\"node163\" class=\"node\"><title>139922058404304</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2015,-10356.5 1908,-10356.5 1908,-10335.5 2015,-10335.5 2015,-10356.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1961.5\" y=\"-10342.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058404304&#45;&gt;139922057719536 -->\n",
       "<g id=\"edge162\" class=\"edge\"><title>139922058404304&#45;&gt;139922057719536</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1973.84,-10335.4C1986.25,-10325.7 2005.58,-10310.7 2020.24,-10299.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2022.5,-10301.9 2028.24,-10293 2018.2,-10296.4 2022.5,-10301.9\"/>\n",
       "</g>\n",
       "<!-- 139922058404080 -->\n",
       "<g id=\"node164\" class=\"node\"><title>139922058404080</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2018,-10426.5 1905,-10426.5 1905,-10405.5 2018,-10405.5 2018,-10426.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1961.5\" y=\"-10412.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058404080&#45;&gt;139922058404304 -->\n",
       "<g id=\"edge163\" class=\"edge\"><title>139922058404080&#45;&gt;139922058404304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1961.5,-10405.3C1961.5,-10395.3 1961.5,-10379.4 1961.5,-10366.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1965,-10366.7 1961.5,-10356.7 1958,-10366.7 1965,-10366.7\"/>\n",
       "</g>\n",
       "<!-- 139922058346112 -->\n",
       "<g id=\"node165\" class=\"node\"><title>139922058346112</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2100,-10490 1979,-10490 1979,-10469 2100,-10469 2100,-10490\"/>\n",
       "<text text-anchor=\"middle\" x=\"2039.5\" y=\"-10476.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058346112&#45;&gt;139922058404080 -->\n",
       "<g id=\"edge164\" class=\"edge\"><title>139922058346112&#45;&gt;139922058404080</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2027.31,-10468.9C2015.06,-10459.2 1995.97,-10444.2 1981.5,-10432.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1983.62,-10430 1973.6,-10426.5 1979.29,-10435.5 1983.62,-10430\"/>\n",
       "</g>\n",
       "<!-- 139922058344656 -->\n",
       "<g id=\"node166\" class=\"node\"><title>139922058344656</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2010,-10553.5 1903,-10553.5 1903,-10532.5 2010,-10532.5 2010,-10553.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1956.5\" y=\"-10539.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058344656&#45;&gt;139922058346112 -->\n",
       "<g id=\"edge165\" class=\"edge\"><title>139922058344656&#45;&gt;139922058346112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1969.47,-10532.4C1982.5,-10522.7 2002.82,-10507.7 2018.22,-10496.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2020.67,-10498.8 2026.62,-10490 2016.5,-10493.2 2020.67,-10498.8\"/>\n",
       "</g>\n",
       "<!-- 139922057719088 -->\n",
       "<g id=\"node167\" class=\"node\"><title>139922057719088</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1931,-10623.5 1818,-10623.5 1818,-10602.5 1931,-10602.5 1931,-10623.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1874.5\" y=\"-10609.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057719088&#45;&gt;139922057719368 -->\n",
       "<g id=\"edge877\" class=\"edge\"><title>139922057719088&#45;&gt;139922057719368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1874.5,-10602.4C1874.5,-10580.7 1874.5,-10526.2 1874.5,-10480.5 1874.5,-10480.5 1874.5,-10480.5 1874.5,-10148 1874.5,-10110.7 1893.87,-10070.7 1906.91,-10048.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1910.08,-10049.6 1912.2,-10039.2 1904.07,-10046 1910.08,-10049.6\"/>\n",
       "</g>\n",
       "<!-- 139922057719088&#45;&gt;139922058344656 -->\n",
       "<g id=\"edge166\" class=\"edge\"><title>139922057719088&#45;&gt;139922058344656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1886.25,-10602.3C1899.48,-10591.3 1921.18,-10573.3 1936.97,-10560.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1939.57,-10562.6 1945.04,-10553.5 1935.11,-10557.2 1939.57,-10562.6\"/>\n",
       "</g>\n",
       "<!-- 139922058343872 -->\n",
       "<g id=\"node168\" class=\"node\"><title>139922058343872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1920.5,-10687 1828.5,-10687 1828.5,-10666 1920.5,-10666 1920.5,-10687\"/>\n",
       "<text text-anchor=\"middle\" x=\"1874.5\" y=\"-10673.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058343872&#45;&gt;139922057719088 -->\n",
       "<g id=\"edge167\" class=\"edge\"><title>139922058343872&#45;&gt;139922057719088</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1874.5,-10665.9C1874.5,-10657.4 1874.5,-10644.6 1874.5,-10633.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1878,-10633.7 1874.5,-10623.7 1871,-10633.7 1878,-10633.7\"/>\n",
       "</g>\n",
       "<!-- 139922058342808 -->\n",
       "<g id=\"node169\" class=\"node\"><title>139922058342808</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2057,-10744 1936,-10744 1936,-10723 2057,-10723 2057,-10744\"/>\n",
       "<text text-anchor=\"middle\" x=\"1996.5\" y=\"-10730.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058342808&#45;&gt;139922058343872 -->\n",
       "<g id=\"edge168\" class=\"edge\"><title>139922058342808&#45;&gt;139922058343872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1975.25,-10722.9C1955.86,-10714.2 1926.99,-10701.2 1905.11,-10691.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1906.47,-10688.1 1895.92,-10687.2 1903.59,-10694.5 1906.47,-10688.1\"/>\n",
       "</g>\n",
       "<!-- 139922057546664 -->\n",
       "<g id=\"node170\" class=\"node\"><title>139922057546664</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1971,-10807.5 1864,-10807.5 1864,-10786.5 1971,-10786.5 1971,-10807.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1917.5\" y=\"-10793.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057546664&#45;&gt;139922058342808 -->\n",
       "<g id=\"edge169\" class=\"edge\"><title>139922057546664&#45;&gt;139922058342808</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1929.84,-10786.4C1942.25,-10776.7 1961.58,-10761.7 1976.24,-10750.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1978.5,-10752.9 1984.24,-10744 1974.2,-10747.4 1978.5,-10752.9\"/>\n",
       "</g>\n",
       "<!-- 139922057546944 -->\n",
       "<g id=\"node171\" class=\"node\"><title>139922057546944</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1974,-10877.5 1861,-10877.5 1861,-10856.5 1974,-10856.5 1974,-10877.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1917.5\" y=\"-10863.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057546944&#45;&gt;139922057546664 -->\n",
       "<g id=\"edge170\" class=\"edge\"><title>139922057546944&#45;&gt;139922057546664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1917.5,-10856.3C1917.5,-10846.3 1917.5,-10830.4 1917.5,-10817.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1921,-10817.7 1917.5,-10807.7 1914,-10817.7 1921,-10817.7\"/>\n",
       "</g>\n",
       "<!-- 139922057547168 -->\n",
       "<g id=\"node172\" class=\"node\"><title>139922057547168</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2057,-10941 1936,-10941 1936,-10920 2057,-10920 2057,-10941\"/>\n",
       "<text text-anchor=\"middle\" x=\"1996.5\" y=\"-10927.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057547168&#45;&gt;139922057546944 -->\n",
       "<g id=\"edge171\" class=\"edge\"><title>139922057547168&#45;&gt;139922057546944</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1984.16,-10919.9C1971.75,-10910.2 1952.42,-10895.2 1937.76,-10883.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1939.8,-10880.9 1929.76,-10877.5 1935.5,-10886.4 1939.8,-10880.9\"/>\n",
       "</g>\n",
       "<!-- 139922057547448 -->\n",
       "<g id=\"node173\" class=\"node\"><title>139922057547448</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1971,-11004.5 1864,-11004.5 1864,-10983.5 1971,-10983.5 1971,-11004.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1917.5\" y=\"-10990.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057547448&#45;&gt;139922057547168 -->\n",
       "<g id=\"edge172\" class=\"edge\"><title>139922057547448&#45;&gt;139922057547168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1929.84,-10983.4C1942.25,-10973.7 1961.58,-10958.7 1976.24,-10947.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1978.5,-10949.9 1984.24,-10941 1974.2,-10944.4 1978.5,-10949.9\"/>\n",
       "</g>\n",
       "<!-- 139922057547560 -->\n",
       "<g id=\"node174\" class=\"node\"><title>139922057547560</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1974,-11074.5 1861,-11074.5 1861,-11053.5 1974,-11053.5 1974,-11074.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1917.5\" y=\"-11060.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057547560&#45;&gt;139922057547448 -->\n",
       "<g id=\"edge173\" class=\"edge\"><title>139922057547560&#45;&gt;139922057547448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1917.5,-11053.3C1917.5,-11043.3 1917.5,-11027.4 1917.5,-11014.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1921,-11014.7 1917.5,-11004.7 1914,-11014.7 1921,-11014.7\"/>\n",
       "</g>\n",
       "<!-- 139922057546776 -->\n",
       "<g id=\"node175\" class=\"node\"><title>139922057546776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2056,-11138 1935,-11138 1935,-11117 2056,-11117 2056,-11138\"/>\n",
       "<text text-anchor=\"middle\" x=\"1995.5\" y=\"-11124.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922057546776&#45;&gt;139922057547560 -->\n",
       "<g id=\"edge174\" class=\"edge\"><title>139922057546776&#45;&gt;139922057547560</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1983.31,-11116.9C1971.06,-11107.2 1951.97,-11092.2 1937.5,-11080.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1939.62,-11078 1929.6,-11074.5 1935.29,-11083.5 1939.62,-11078\"/>\n",
       "</g>\n",
       "<!-- 139922057547056 -->\n",
       "<g id=\"node176\" class=\"node\"><title>139922057547056</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1966,-11201.5 1859,-11201.5 1859,-11180.5 1966,-11180.5 1966,-11201.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1912.5\" y=\"-11187.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922057547056&#45;&gt;139922057546776 -->\n",
       "<g id=\"edge175\" class=\"edge\"><title>139922057547056&#45;&gt;139922057546776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1925.47,-11180.4C1938.5,-11170.7 1958.82,-11155.7 1974.22,-11144.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1976.67,-11146.8 1982.62,-11138 1972.5,-11141.2 1976.67,-11146.8\"/>\n",
       "</g>\n",
       "<!-- 139922058343760 -->\n",
       "<g id=\"node177\" class=\"node\"><title>139922058343760</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1887,-11271.5 1774,-11271.5 1774,-11250.5 1887,-11250.5 1887,-11271.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1830.5\" y=\"-11257.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058343760&#45;&gt;139922058343872 -->\n",
       "<g id=\"edge867\" class=\"edge\"><title>139922058343760&#45;&gt;139922058343872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1830.5,-11250.4C1830.5,-11228.7 1830.5,-11174.2 1830.5,-11128.5 1830.5,-11128.5 1830.5,-11128.5 1830.5,-10796 1830.5,-10758.7 1849.87,-10718.7 1862.91,-10696.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1866.08,-10697.6 1868.2,-10687.2 1860.07,-10694 1866.08,-10697.6\"/>\n",
       "</g>\n",
       "<!-- 139922058343760&#45;&gt;139922057547056 -->\n",
       "<g id=\"edge176\" class=\"edge\"><title>139922058343760&#45;&gt;139922057547056</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1842.25,-11250.3C1855.48,-11239.3 1877.18,-11221.3 1892.97,-11208.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1895.57,-11210.6 1901.04,-11201.5 1891.11,-11205.2 1895.57,-11210.6\"/>\n",
       "</g>\n",
       "<!-- 139922059252064 -->\n",
       "<g id=\"node178\" class=\"node\"><title>139922059252064</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1876.5,-11335 1784.5,-11335 1784.5,-11314 1876.5,-11314 1876.5,-11335\"/>\n",
       "<text text-anchor=\"middle\" x=\"1830.5\" y=\"-11321.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059252064&#45;&gt;139922058343760 -->\n",
       "<g id=\"edge177\" class=\"edge\"><title>139922059252064&#45;&gt;139922058343760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1830.5,-11313.9C1830.5,-11305.4 1830.5,-11292.6 1830.5,-11281.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1834,-11281.7 1830.5,-11271.7 1827,-11281.7 1834,-11281.7\"/>\n",
       "</g>\n",
       "<!-- 139922059252176 -->\n",
       "<g id=\"node179\" class=\"node\"><title>139922059252176</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2013,-11392 1892,-11392 1892,-11371 2013,-11371 2013,-11392\"/>\n",
       "<text text-anchor=\"middle\" x=\"1952.5\" y=\"-11378.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059252176&#45;&gt;139922059252064 -->\n",
       "<g id=\"edge178\" class=\"edge\"><title>139922059252176&#45;&gt;139922059252064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1931.25,-11370.9C1911.86,-11362.2 1882.99,-11349.2 1861.11,-11339.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1862.47,-11336.1 1851.92,-11335.2 1859.59,-11342.5 1862.47,-11336.1\"/>\n",
       "</g>\n",
       "<!-- 139922059252344 -->\n",
       "<g id=\"node180\" class=\"node\"><title>139922059252344</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1927,-11455.5 1820,-11455.5 1820,-11434.5 1927,-11434.5 1927,-11455.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1873.5\" y=\"-11441.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059252344&#45;&gt;139922059252176 -->\n",
       "<g id=\"edge179\" class=\"edge\"><title>139922059252344&#45;&gt;139922059252176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1885.84,-11434.4C1898.25,-11424.7 1917.58,-11409.7 1932.24,-11398.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1934.5,-11400.9 1940.24,-11392 1930.2,-11395.4 1934.5,-11400.9\"/>\n",
       "</g>\n",
       "<!-- 139922059252568 -->\n",
       "<g id=\"node181\" class=\"node\"><title>139922059252568</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1930,-11525.5 1817,-11525.5 1817,-11504.5 1930,-11504.5 1930,-11525.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1873.5\" y=\"-11511.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059252568&#45;&gt;139922059252344 -->\n",
       "<g id=\"edge180\" class=\"edge\"><title>139922059252568&#45;&gt;139922059252344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1873.5,-11504.3C1873.5,-11494.3 1873.5,-11478.4 1873.5,-11465.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1877,-11465.7 1873.5,-11455.7 1870,-11465.7 1877,-11465.7\"/>\n",
       "</g>\n",
       "<!-- 139922059252736 -->\n",
       "<g id=\"node182\" class=\"node\"><title>139922059252736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2013,-11589 1892,-11589 1892,-11568 2013,-11568 2013,-11589\"/>\n",
       "<text text-anchor=\"middle\" x=\"1952.5\" y=\"-11575.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059252736&#45;&gt;139922059252568 -->\n",
       "<g id=\"edge181\" class=\"edge\"><title>139922059252736&#45;&gt;139922059252568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1940.16,-11567.9C1927.75,-11558.2 1908.42,-11543.2 1893.76,-11531.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1895.8,-11528.9 1885.76,-11525.5 1891.5,-11534.4 1895.8,-11528.9\"/>\n",
       "</g>\n",
       "<!-- 139922059252848 -->\n",
       "<g id=\"node183\" class=\"node\"><title>139922059252848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1927,-11652.5 1820,-11652.5 1820,-11631.5 1927,-11631.5 1927,-11652.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1873.5\" y=\"-11638.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059252848&#45;&gt;139922059252736 -->\n",
       "<g id=\"edge182\" class=\"edge\"><title>139922059252848&#45;&gt;139922059252736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1885.84,-11631.4C1898.25,-11621.7 1917.58,-11606.7 1932.24,-11595.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1934.5,-11597.9 1940.24,-11589 1930.2,-11592.4 1934.5,-11597.9\"/>\n",
       "</g>\n",
       "<!-- 139922059253072 -->\n",
       "<g id=\"node184\" class=\"node\"><title>139922059253072</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1930,-11722.5 1817,-11722.5 1817,-11701.5 1930,-11701.5 1930,-11722.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1873.5\" y=\"-11708.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059253072&#45;&gt;139922059252848 -->\n",
       "<g id=\"edge183\" class=\"edge\"><title>139922059253072&#45;&gt;139922059252848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1873.5,-11701.3C1873.5,-11691.3 1873.5,-11675.4 1873.5,-11662.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1877,-11662.7 1873.5,-11652.7 1870,-11662.7 1877,-11662.7\"/>\n",
       "</g>\n",
       "<!-- 139922059253240 -->\n",
       "<g id=\"node185\" class=\"node\"><title>139922059253240</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2012,-11786 1891,-11786 1891,-11765 2012,-11765 2012,-11786\"/>\n",
       "<text text-anchor=\"middle\" x=\"1951.5\" y=\"-11772.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059253240&#45;&gt;139922059253072 -->\n",
       "<g id=\"edge184\" class=\"edge\"><title>139922059253240&#45;&gt;139922059253072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1939.31,-11764.9C1927.06,-11755.2 1907.97,-11740.2 1893.5,-11728.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1895.62,-11726 1885.6,-11722.5 1891.29,-11731.5 1895.62,-11726\"/>\n",
       "</g>\n",
       "<!-- 139922059253352 -->\n",
       "<g id=\"node186\" class=\"node\"><title>139922059253352</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1922,-11849.5 1815,-11849.5 1815,-11828.5 1922,-11828.5 1922,-11849.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1868.5\" y=\"-11835.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059253352&#45;&gt;139922059253240 -->\n",
       "<g id=\"edge185\" class=\"edge\"><title>139922059253352&#45;&gt;139922059253240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1881.47,-11828.4C1894.5,-11818.7 1914.82,-11803.7 1930.22,-11792.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1932.67,-11794.8 1938.62,-11786 1928.5,-11789.2 1932.67,-11794.8\"/>\n",
       "</g>\n",
       "<!-- 139922059252232 -->\n",
       "<g id=\"node187\" class=\"node\"><title>139922059252232</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1843,-11919.5 1730,-11919.5 1730,-11898.5 1843,-11898.5 1843,-11919.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1786.5\" y=\"-11905.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059252232&#45;&gt;139922059252064 -->\n",
       "<g id=\"edge857\" class=\"edge\"><title>139922059252232&#45;&gt;139922059252064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1786.5,-11898.4C1786.5,-11876.7 1786.5,-11822.2 1786.5,-11776.5 1786.5,-11776.5 1786.5,-11776.5 1786.5,-11444 1786.5,-11406.7 1805.87,-11366.7 1818.91,-11344.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1822.08,-11345.6 1824.2,-11335.2 1816.07,-11342 1822.08,-11345.6\"/>\n",
       "</g>\n",
       "<!-- 139922059252232&#45;&gt;139922059253352 -->\n",
       "<g id=\"edge186\" class=\"edge\"><title>139922059252232&#45;&gt;139922059253352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1798.25,-11898.3C1811.48,-11887.3 1833.18,-11869.3 1848.97,-11856.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1851.57,-11858.6 1857.04,-11849.5 1847.11,-11853.2 1851.57,-11858.6\"/>\n",
       "</g>\n",
       "<!-- 139922059253688 -->\n",
       "<g id=\"node188\" class=\"node\"><title>139922059253688</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1832.5,-11983 1740.5,-11983 1740.5,-11962 1832.5,-11962 1832.5,-11983\"/>\n",
       "<text text-anchor=\"middle\" x=\"1786.5\" y=\"-11969.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059253688&#45;&gt;139922059252232 -->\n",
       "<g id=\"edge187\" class=\"edge\"><title>139922059253688&#45;&gt;139922059252232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1786.5,-11961.9C1786.5,-11953.4 1786.5,-11940.6 1786.5,-11929.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1790,-11929.7 1786.5,-11919.7 1783,-11929.7 1790,-11929.7\"/>\n",
       "</g>\n",
       "<!-- 139922059253800 -->\n",
       "<g id=\"node189\" class=\"node\"><title>139922059253800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1969,-12040 1848,-12040 1848,-12019 1969,-12019 1969,-12040\"/>\n",
       "<text text-anchor=\"middle\" x=\"1908.5\" y=\"-12026.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059253800&#45;&gt;139922059253688 -->\n",
       "<g id=\"edge188\" class=\"edge\"><title>139922059253800&#45;&gt;139922059253688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1887.25,-12018.9C1867.86,-12010.2 1838.99,-11997.2 1817.11,-11987.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1818.47,-11984.1 1807.92,-11983.2 1815.59,-11990.5 1818.47,-11984.1\"/>\n",
       "</g>\n",
       "<!-- 139922059253968 -->\n",
       "<g id=\"node190\" class=\"node\"><title>139922059253968</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1883,-12103.5 1776,-12103.5 1776,-12082.5 1883,-12082.5 1883,-12103.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1829.5\" y=\"-12089.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059253968&#45;&gt;139922059253800 -->\n",
       "<g id=\"edge189\" class=\"edge\"><title>139922059253968&#45;&gt;139922059253800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1841.84,-12082.4C1854.25,-12072.7 1873.58,-12057.7 1888.24,-12046.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1890.5,-12048.9 1896.24,-12040 1886.2,-12043.4 1890.5,-12048.9\"/>\n",
       "</g>\n",
       "<!-- 139922059254192 -->\n",
       "<g id=\"node191\" class=\"node\"><title>139922059254192</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1886,-12173.5 1773,-12173.5 1773,-12152.5 1886,-12152.5 1886,-12173.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1829.5\" y=\"-12159.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059254192&#45;&gt;139922059253968 -->\n",
       "<g id=\"edge190\" class=\"edge\"><title>139922059254192&#45;&gt;139922059253968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1829.5,-12152.3C1829.5,-12142.3 1829.5,-12126.4 1829.5,-12113.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1833,-12113.7 1829.5,-12103.7 1826,-12113.7 1833,-12113.7\"/>\n",
       "</g>\n",
       "<!-- 139922059254360 -->\n",
       "<g id=\"node192\" class=\"node\"><title>139922059254360</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1969,-12237 1848,-12237 1848,-12216 1969,-12216 1969,-12237\"/>\n",
       "<text text-anchor=\"middle\" x=\"1908.5\" y=\"-12223.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059254360&#45;&gt;139922059254192 -->\n",
       "<g id=\"edge191\" class=\"edge\"><title>139922059254360&#45;&gt;139922059254192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1896.16,-12215.9C1883.75,-12206.2 1864.42,-12191.2 1849.76,-12179.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1851.8,-12176.9 1841.76,-12173.5 1847.5,-12182.4 1851.8,-12176.9\"/>\n",
       "</g>\n",
       "<!-- 139922059254472 -->\n",
       "<g id=\"node193\" class=\"node\"><title>139922059254472</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1883,-12300.5 1776,-12300.5 1776,-12279.5 1883,-12279.5 1883,-12300.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1829.5\" y=\"-12286.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059254472&#45;&gt;139922059254360 -->\n",
       "<g id=\"edge192\" class=\"edge\"><title>139922059254472&#45;&gt;139922059254360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1841.84,-12279.4C1854.25,-12269.7 1873.58,-12254.7 1888.24,-12243.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1890.5,-12245.9 1896.24,-12237 1886.2,-12240.4 1890.5,-12245.9\"/>\n",
       "</g>\n",
       "<!-- 139922059254696 -->\n",
       "<g id=\"node194\" class=\"node\"><title>139922059254696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1886,-12370.5 1773,-12370.5 1773,-12349.5 1886,-12349.5 1886,-12370.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1829.5\" y=\"-12356.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059254696&#45;&gt;139922059254472 -->\n",
       "<g id=\"edge193\" class=\"edge\"><title>139922059254696&#45;&gt;139922059254472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1829.5,-12349.3C1829.5,-12339.3 1829.5,-12323.4 1829.5,-12310.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1833,-12310.7 1829.5,-12300.7 1826,-12310.7 1833,-12310.7\"/>\n",
       "</g>\n",
       "<!-- 139922059254864 -->\n",
       "<g id=\"node195\" class=\"node\"><title>139922059254864</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1968,-12434 1847,-12434 1847,-12413 1968,-12413 1968,-12434\"/>\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-12420.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059254864&#45;&gt;139922059254696 -->\n",
       "<g id=\"edge194\" class=\"edge\"><title>139922059254864&#45;&gt;139922059254696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1895.31,-12412.9C1883.06,-12403.2 1863.97,-12388.2 1849.5,-12376.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1851.62,-12374 1841.6,-12370.5 1847.29,-12379.5 1851.62,-12374\"/>\n",
       "</g>\n",
       "<!-- 139922059254976 -->\n",
       "<g id=\"node196\" class=\"node\"><title>139922059254976</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1878,-12497.5 1771,-12497.5 1771,-12476.5 1878,-12476.5 1878,-12497.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1824.5\" y=\"-12483.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059254976&#45;&gt;139922059254864 -->\n",
       "<g id=\"edge195\" class=\"edge\"><title>139922059254976&#45;&gt;139922059254864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1837.47,-12476.4C1850.5,-12466.7 1870.82,-12451.7 1886.22,-12440.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1888.67,-12442.8 1894.62,-12434 1884.5,-12437.2 1888.67,-12442.8\"/>\n",
       "</g>\n",
       "<!-- 139922059253856 -->\n",
       "<g id=\"node197\" class=\"node\"><title>139922059253856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1799,-12567.5 1686,-12567.5 1686,-12546.5 1799,-12546.5 1799,-12567.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1742.5\" y=\"-12553.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059253856&#45;&gt;139922059253688 -->\n",
       "<g id=\"edge847\" class=\"edge\"><title>139922059253856&#45;&gt;139922059253688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1742.5,-12546.4C1742.5,-12524.7 1742.5,-12470.2 1742.5,-12424.5 1742.5,-12424.5 1742.5,-12424.5 1742.5,-12092 1742.5,-12054.7 1761.87,-12014.7 1774.91,-11992.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1778.08,-11993.6 1780.2,-11983.2 1772.07,-11990 1778.08,-11993.6\"/>\n",
       "</g>\n",
       "<!-- 139922059253856&#45;&gt;139922059254976 -->\n",
       "<g id=\"edge196\" class=\"edge\"><title>139922059253856&#45;&gt;139922059254976</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1754.25,-12546.3C1767.48,-12535.3 1789.18,-12517.3 1804.97,-12504.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1807.57,-12506.6 1813.04,-12497.5 1803.11,-12501.2 1807.57,-12506.6\"/>\n",
       "</g>\n",
       "<!-- 139922059255312 -->\n",
       "<g id=\"node198\" class=\"node\"><title>139922059255312</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1788.5,-12631 1696.5,-12631 1696.5,-12610 1788.5,-12610 1788.5,-12631\"/>\n",
       "<text text-anchor=\"middle\" x=\"1742.5\" y=\"-12617.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059255312&#45;&gt;139922059253856 -->\n",
       "<g id=\"edge197\" class=\"edge\"><title>139922059255312&#45;&gt;139922059253856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1742.5,-12609.9C1742.5,-12601.4 1742.5,-12588.6 1742.5,-12577.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1746,-12577.7 1742.5,-12567.7 1739,-12577.7 1746,-12577.7\"/>\n",
       "</g>\n",
       "<!-- 139922059255424 -->\n",
       "<g id=\"node199\" class=\"node\"><title>139922059255424</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1925,-12688 1804,-12688 1804,-12667 1925,-12667 1925,-12688\"/>\n",
       "<text text-anchor=\"middle\" x=\"1864.5\" y=\"-12674.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059255424&#45;&gt;139922059255312 -->\n",
       "<g id=\"edge198\" class=\"edge\"><title>139922059255424&#45;&gt;139922059255312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1843.25,-12666.9C1823.86,-12658.2 1794.99,-12645.2 1773.11,-12635.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1774.47,-12632.1 1763.92,-12631.2 1771.59,-12638.5 1774.47,-12632.1\"/>\n",
       "</g>\n",
       "<!-- 139922059255592 -->\n",
       "<g id=\"node200\" class=\"node\"><title>139922059255592</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1839,-12751.5 1732,-12751.5 1732,-12730.5 1839,-12730.5 1839,-12751.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1785.5\" y=\"-12737.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059255592&#45;&gt;139922059255424 -->\n",
       "<g id=\"edge199\" class=\"edge\"><title>139922059255592&#45;&gt;139922059255424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1797.84,-12730.4C1810.25,-12720.7 1829.58,-12705.7 1844.24,-12694.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1846.5,-12696.9 1852.24,-12688 1842.2,-12691.4 1846.5,-12696.9\"/>\n",
       "</g>\n",
       "<!-- 139922059800648 -->\n",
       "<g id=\"node201\" class=\"node\"><title>139922059800648</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1842,-12821.5 1729,-12821.5 1729,-12800.5 1842,-12800.5 1842,-12821.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1785.5\" y=\"-12807.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059800648&#45;&gt;139922059255592 -->\n",
       "<g id=\"edge200\" class=\"edge\"><title>139922059800648&#45;&gt;139922059255592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1785.5,-12800.3C1785.5,-12790.3 1785.5,-12774.4 1785.5,-12761.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1789,-12761.7 1785.5,-12751.7 1782,-12761.7 1789,-12761.7\"/>\n",
       "</g>\n",
       "<!-- 139922059800816 -->\n",
       "<g id=\"node202\" class=\"node\"><title>139922059800816</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1925,-12885 1804,-12885 1804,-12864 1925,-12864 1925,-12885\"/>\n",
       "<text text-anchor=\"middle\" x=\"1864.5\" y=\"-12871.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059800816&#45;&gt;139922059800648 -->\n",
       "<g id=\"edge201\" class=\"edge\"><title>139922059800816&#45;&gt;139922059800648</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1852.16,-12863.9C1839.75,-12854.2 1820.42,-12839.2 1805.76,-12827.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1807.8,-12824.9 1797.76,-12821.5 1803.5,-12830.4 1807.8,-12824.9\"/>\n",
       "</g>\n",
       "<!-- 139922059800928 -->\n",
       "<g id=\"node203\" class=\"node\"><title>139922059800928</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1839,-12948.5 1732,-12948.5 1732,-12927.5 1839,-12927.5 1839,-12948.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1785.5\" y=\"-12934.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059800928&#45;&gt;139922059800816 -->\n",
       "<g id=\"edge202\" class=\"edge\"><title>139922059800928&#45;&gt;139922059800816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1797.84,-12927.4C1810.25,-12917.7 1829.58,-12902.7 1844.24,-12891.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1846.5,-12893.9 1852.24,-12885 1842.2,-12888.4 1846.5,-12893.9\"/>\n",
       "</g>\n",
       "<!-- 139922059801152 -->\n",
       "<g id=\"node204\" class=\"node\"><title>139922059801152</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1842,-13018.5 1729,-13018.5 1729,-12997.5 1842,-12997.5 1842,-13018.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1785.5\" y=\"-13004.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059801152&#45;&gt;139922059800928 -->\n",
       "<g id=\"edge203\" class=\"edge\"><title>139922059801152&#45;&gt;139922059800928</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1785.5,-12997.3C1785.5,-12987.3 1785.5,-12971.4 1785.5,-12958.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1789,-12958.7 1785.5,-12948.7 1782,-12958.7 1789,-12958.7\"/>\n",
       "</g>\n",
       "<!-- 139922059801320 -->\n",
       "<g id=\"node205\" class=\"node\"><title>139922059801320</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1924,-13082 1803,-13082 1803,-13061 1924,-13061 1924,-13082\"/>\n",
       "<text text-anchor=\"middle\" x=\"1863.5\" y=\"-13068.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059801320&#45;&gt;139922059801152 -->\n",
       "<g id=\"edge204\" class=\"edge\"><title>139922059801320&#45;&gt;139922059801152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1851.31,-13060.9C1839.06,-13051.2 1819.97,-13036.2 1805.5,-13024.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1807.62,-13022 1797.6,-13018.5 1803.29,-13027.5 1807.62,-13022\"/>\n",
       "</g>\n",
       "<!-- 139922059801432 -->\n",
       "<g id=\"node206\" class=\"node\"><title>139922059801432</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1834,-13145.5 1727,-13145.5 1727,-13124.5 1834,-13124.5 1834,-13145.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1780.5\" y=\"-13131.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059801432&#45;&gt;139922059801320 -->\n",
       "<g id=\"edge205\" class=\"edge\"><title>139922059801432&#45;&gt;139922059801320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1793.47,-13124.4C1806.5,-13114.7 1826.82,-13099.7 1842.22,-13088.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1844.67,-13090.8 1850.62,-13082 1840.5,-13085.2 1844.67,-13090.8\"/>\n",
       "</g>\n",
       "<!-- 139922059255480 -->\n",
       "<g id=\"node207\" class=\"node\"><title>139922059255480</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1755,-13215.5 1642,-13215.5 1642,-13194.5 1755,-13194.5 1755,-13215.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-13201.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059255480&#45;&gt;139922059255312 -->\n",
       "<g id=\"edge837\" class=\"edge\"><title>139922059255480&#45;&gt;139922059255312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1698.5,-13194.4C1698.5,-13172.7 1698.5,-13118.2 1698.5,-13072.5 1698.5,-13072.5 1698.5,-13072.5 1698.5,-12740 1698.5,-12702.7 1717.87,-12662.7 1730.91,-12640.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1734.08,-12641.6 1736.2,-12631.2 1728.07,-12638 1734.08,-12641.6\"/>\n",
       "</g>\n",
       "<!-- 139922059255480&#45;&gt;139922059801432 -->\n",
       "<g id=\"edge206\" class=\"edge\"><title>139922059255480&#45;&gt;139922059801432</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1710.25,-13194.3C1723.48,-13183.3 1745.18,-13165.3 1760.97,-13152.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1763.57,-13154.6 1769.04,-13145.5 1759.11,-13149.2 1763.57,-13154.6\"/>\n",
       "</g>\n",
       "<!-- 139922059801768 -->\n",
       "<g id=\"node208\" class=\"node\"><title>139922059801768</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1744.5,-13279 1652.5,-13279 1652.5,-13258 1744.5,-13258 1744.5,-13279\"/>\n",
       "<text text-anchor=\"middle\" x=\"1698.5\" y=\"-13265.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059801768&#45;&gt;139922059255480 -->\n",
       "<g id=\"edge207\" class=\"edge\"><title>139922059801768&#45;&gt;139922059255480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1698.5,-13257.9C1698.5,-13249.4 1698.5,-13236.6 1698.5,-13225.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1702,-13225.7 1698.5,-13215.7 1695,-13225.7 1702,-13225.7\"/>\n",
       "</g>\n",
       "<!-- 139922059801880 -->\n",
       "<g id=\"node209\" class=\"node\"><title>139922059801880</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1881,-13336 1760,-13336 1760,-13315 1881,-13315 1881,-13336\"/>\n",
       "<text text-anchor=\"middle\" x=\"1820.5\" y=\"-13322.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059801880&#45;&gt;139922059801768 -->\n",
       "<g id=\"edge208\" class=\"edge\"><title>139922059801880&#45;&gt;139922059801768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1799.25,-13314.9C1779.86,-13306.2 1750.99,-13293.2 1729.11,-13283.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1730.47,-13280.1 1719.92,-13279.2 1727.59,-13286.5 1730.47,-13280.1\"/>\n",
       "</g>\n",
       "<!-- 139922059802048 -->\n",
       "<g id=\"node210\" class=\"node\"><title>139922059802048</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1795,-13399.5 1688,-13399.5 1688,-13378.5 1795,-13378.5 1795,-13399.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1741.5\" y=\"-13385.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059802048&#45;&gt;139922059801880 -->\n",
       "<g id=\"edge209\" class=\"edge\"><title>139922059802048&#45;&gt;139922059801880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1753.84,-13378.4C1766.25,-13368.7 1785.58,-13353.7 1800.24,-13342.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1802.5,-13344.9 1808.24,-13336 1798.2,-13339.4 1802.5,-13344.9\"/>\n",
       "</g>\n",
       "<!-- 139922059802272 -->\n",
       "<g id=\"node211\" class=\"node\"><title>139922059802272</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1798,-13469.5 1685,-13469.5 1685,-13448.5 1798,-13448.5 1798,-13469.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1741.5\" y=\"-13455.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059802272&#45;&gt;139922059802048 -->\n",
       "<g id=\"edge210\" class=\"edge\"><title>139922059802272&#45;&gt;139922059802048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1741.5,-13448.3C1741.5,-13438.3 1741.5,-13422.4 1741.5,-13409.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1745,-13409.7 1741.5,-13399.7 1738,-13409.7 1745,-13409.7\"/>\n",
       "</g>\n",
       "<!-- 139922059802440 -->\n",
       "<g id=\"node212\" class=\"node\"><title>139922059802440</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1881,-13533 1760,-13533 1760,-13512 1881,-13512 1881,-13533\"/>\n",
       "<text text-anchor=\"middle\" x=\"1820.5\" y=\"-13519.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059802440&#45;&gt;139922059802272 -->\n",
       "<g id=\"edge211\" class=\"edge\"><title>139922059802440&#45;&gt;139922059802272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1808.16,-13511.9C1795.75,-13502.2 1776.42,-13487.2 1761.76,-13475.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1763.8,-13472.9 1753.76,-13469.5 1759.5,-13478.4 1763.8,-13472.9\"/>\n",
       "</g>\n",
       "<!-- 139922059802552 -->\n",
       "<g id=\"node213\" class=\"node\"><title>139922059802552</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1795,-13596.5 1688,-13596.5 1688,-13575.5 1795,-13575.5 1795,-13596.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1741.5\" y=\"-13582.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059802552&#45;&gt;139922059802440 -->\n",
       "<g id=\"edge212\" class=\"edge\"><title>139922059802552&#45;&gt;139922059802440</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1753.84,-13575.4C1766.25,-13565.7 1785.58,-13550.7 1800.24,-13539.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1802.5,-13541.9 1808.24,-13533 1798.2,-13536.4 1802.5,-13541.9\"/>\n",
       "</g>\n",
       "<!-- 139922059802776 -->\n",
       "<g id=\"node214\" class=\"node\"><title>139922059802776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1798,-13666.5 1685,-13666.5 1685,-13645.5 1798,-13645.5 1798,-13666.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1741.5\" y=\"-13652.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059802776&#45;&gt;139922059802552 -->\n",
       "<g id=\"edge213\" class=\"edge\"><title>139922059802776&#45;&gt;139922059802552</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1741.5,-13645.3C1741.5,-13635.3 1741.5,-13619.4 1741.5,-13606.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1745,-13606.7 1741.5,-13596.7 1738,-13606.7 1745,-13606.7\"/>\n",
       "</g>\n",
       "<!-- 139922059802944 -->\n",
       "<g id=\"node215\" class=\"node\"><title>139922059802944</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1880,-13730 1759,-13730 1759,-13709 1880,-13709 1880,-13730\"/>\n",
       "<text text-anchor=\"middle\" x=\"1819.5\" y=\"-13716.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059802944&#45;&gt;139922059802776 -->\n",
       "<g id=\"edge214\" class=\"edge\"><title>139922059802944&#45;&gt;139922059802776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1807.31,-13708.9C1795.06,-13699.2 1775.97,-13684.2 1761.5,-13672.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1763.62,-13670 1753.6,-13666.5 1759.29,-13675.5 1763.62,-13670\"/>\n",
       "</g>\n",
       "<!-- 139922059803056 -->\n",
       "<g id=\"node216\" class=\"node\"><title>139922059803056</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1790,-13793.5 1683,-13793.5 1683,-13772.5 1790,-13772.5 1790,-13793.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1736.5\" y=\"-13779.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059803056&#45;&gt;139922059802944 -->\n",
       "<g id=\"edge215\" class=\"edge\"><title>139922059803056&#45;&gt;139922059802944</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1749.47,-13772.4C1762.5,-13762.7 1782.82,-13747.7 1798.22,-13736.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1800.67,-13738.8 1806.62,-13730 1796.5,-13733.2 1800.67,-13738.8\"/>\n",
       "</g>\n",
       "<!-- 139922059801936 -->\n",
       "<g id=\"node217\" class=\"node\"><title>139922059801936</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1711,-13863.5 1598,-13863.5 1598,-13842.5 1711,-13842.5 1711,-13863.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1654.5\" y=\"-13849.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059801936&#45;&gt;139922059801768 -->\n",
       "<g id=\"edge827\" class=\"edge\"><title>139922059801936&#45;&gt;139922059801768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1654.5,-13842.4C1654.5,-13820.7 1654.5,-13766.2 1654.5,-13720.5 1654.5,-13720.5 1654.5,-13720.5 1654.5,-13388 1654.5,-13350.7 1673.87,-13310.7 1686.91,-13288.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1690.08,-13289.6 1692.2,-13279.2 1684.07,-13286 1690.08,-13289.6\"/>\n",
       "</g>\n",
       "<!-- 139922059801936&#45;&gt;139922059803056 -->\n",
       "<g id=\"edge216\" class=\"edge\"><title>139922059801936&#45;&gt;139922059803056</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1666.25,-13842.3C1679.48,-13831.3 1701.18,-13813.3 1716.97,-13800.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1719.57,-13802.6 1725.04,-13793.5 1715.11,-13797.2 1719.57,-13802.6\"/>\n",
       "</g>\n",
       "<!-- 139922059803392 -->\n",
       "<g id=\"node218\" class=\"node\"><title>139922059803392</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1700.5,-13927 1608.5,-13927 1608.5,-13906 1700.5,-13906 1700.5,-13927\"/>\n",
       "<text text-anchor=\"middle\" x=\"1654.5\" y=\"-13913.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059803392&#45;&gt;139922059801936 -->\n",
       "<g id=\"edge217\" class=\"edge\"><title>139922059803392&#45;&gt;139922059801936</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1654.5,-13905.9C1654.5,-13897.4 1654.5,-13884.6 1654.5,-13873.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1658,-13873.7 1654.5,-13863.7 1651,-13873.7 1658,-13873.7\"/>\n",
       "</g>\n",
       "<!-- 139922059803504 -->\n",
       "<g id=\"node219\" class=\"node\"><title>139922059803504</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1837,-13984 1716,-13984 1716,-13963 1837,-13963 1837,-13984\"/>\n",
       "<text text-anchor=\"middle\" x=\"1776.5\" y=\"-13970.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059803504&#45;&gt;139922059803392 -->\n",
       "<g id=\"edge218\" class=\"edge\"><title>139922059803504&#45;&gt;139922059803392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1755.25,-13962.9C1735.86,-13954.2 1706.99,-13941.2 1685.11,-13931.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1686.47,-13928.1 1675.92,-13927.2 1683.59,-13934.5 1686.47,-13928.1\"/>\n",
       "</g>\n",
       "<!-- 139922059803672 -->\n",
       "<g id=\"node220\" class=\"node\"><title>139922059803672</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1751,-14047.5 1644,-14047.5 1644,-14026.5 1751,-14026.5 1751,-14047.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-14033.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059803672&#45;&gt;139922059803504 -->\n",
       "<g id=\"edge219\" class=\"edge\"><title>139922059803672&#45;&gt;139922059803504</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1709.84,-14026.4C1722.25,-14016.7 1741.58,-14001.7 1756.24,-13990.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1758.5,-13992.9 1764.24,-13984 1754.2,-13987.4 1758.5,-13992.9\"/>\n",
       "</g>\n",
       "<!-- 139922059803896 -->\n",
       "<g id=\"node221\" class=\"node\"><title>139922059803896</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1754,-14117.5 1641,-14117.5 1641,-14096.5 1754,-14096.5 1754,-14117.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-14103.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059803896&#45;&gt;139922059803672 -->\n",
       "<g id=\"edge220\" class=\"edge\"><title>139922059803896&#45;&gt;139922059803672</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1697.5,-14096.3C1697.5,-14086.3 1697.5,-14070.4 1697.5,-14057.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1701,-14057.7 1697.5,-14047.7 1694,-14057.7 1701,-14057.7\"/>\n",
       "</g>\n",
       "<!-- 139922059804064 -->\n",
       "<g id=\"node222\" class=\"node\"><title>139922059804064</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1837,-14181 1716,-14181 1716,-14160 1837,-14160 1837,-14181\"/>\n",
       "<text text-anchor=\"middle\" x=\"1776.5\" y=\"-14167.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059804064&#45;&gt;139922059803896 -->\n",
       "<g id=\"edge221\" class=\"edge\"><title>139922059804064&#45;&gt;139922059803896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1764.16,-14159.9C1751.75,-14150.2 1732.42,-14135.2 1717.76,-14123.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1719.8,-14120.9 1709.76,-14117.5 1715.5,-14126.4 1719.8,-14120.9\"/>\n",
       "</g>\n",
       "<!-- 139922059804176 -->\n",
       "<g id=\"node223\" class=\"node\"><title>139922059804176</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1751,-14244.5 1644,-14244.5 1644,-14223.5 1751,-14223.5 1751,-14244.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-14230.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059804176&#45;&gt;139922059804064 -->\n",
       "<g id=\"edge222\" class=\"edge\"><title>139922059804176&#45;&gt;139922059804064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1709.84,-14223.4C1722.25,-14213.7 1741.58,-14198.7 1756.24,-14187.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1758.5,-14189.9 1764.24,-14181 1754.2,-14184.4 1758.5,-14189.9\"/>\n",
       "</g>\n",
       "<!-- 139922059804400 -->\n",
       "<g id=\"node224\" class=\"node\"><title>139922059804400</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1754,-14314.5 1641,-14314.5 1641,-14293.5 1754,-14293.5 1754,-14314.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1697.5\" y=\"-14300.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059804400&#45;&gt;139922059804176 -->\n",
       "<g id=\"edge223\" class=\"edge\"><title>139922059804400&#45;&gt;139922059804176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1697.5,-14293.3C1697.5,-14283.3 1697.5,-14267.4 1697.5,-14254.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1701,-14254.7 1697.5,-14244.7 1694,-14254.7 1701,-14254.7\"/>\n",
       "</g>\n",
       "<!-- 139922059804568 -->\n",
       "<g id=\"node225\" class=\"node\"><title>139922059804568</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1836,-14378 1715,-14378 1715,-14357 1836,-14357 1836,-14378\"/>\n",
       "<text text-anchor=\"middle\" x=\"1775.5\" y=\"-14364.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059804568&#45;&gt;139922059804400 -->\n",
       "<g id=\"edge224\" class=\"edge\"><title>139922059804568&#45;&gt;139922059804400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1763.31,-14356.9C1751.06,-14347.2 1731.97,-14332.2 1717.5,-14320.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1719.62,-14318 1709.6,-14314.5 1715.29,-14323.5 1719.62,-14318\"/>\n",
       "</g>\n",
       "<!-- 139922059817032 -->\n",
       "<g id=\"node226\" class=\"node\"><title>139922059817032</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1746,-14441.5 1639,-14441.5 1639,-14420.5 1746,-14420.5 1746,-14441.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1692.5\" y=\"-14427.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059817032&#45;&gt;139922059804568 -->\n",
       "<g id=\"edge225\" class=\"edge\"><title>139922059817032&#45;&gt;139922059804568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1705.47,-14420.4C1718.5,-14410.7 1738.82,-14395.7 1754.22,-14384.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1756.67,-14386.8 1762.62,-14378 1752.5,-14381.2 1756.67,-14386.8\"/>\n",
       "</g>\n",
       "<!-- 139922059803560 -->\n",
       "<g id=\"node227\" class=\"node\"><title>139922059803560</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1667,-14511.5 1554,-14511.5 1554,-14490.5 1667,-14490.5 1667,-14511.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1610.5\" y=\"-14497.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059803560&#45;&gt;139922059803392 -->\n",
       "<g id=\"edge817\" class=\"edge\"><title>139922059803560&#45;&gt;139922059803392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1610.5,-14490.4C1610.5,-14468.7 1610.5,-14414.2 1610.5,-14368.5 1610.5,-14368.5 1610.5,-14368.5 1610.5,-14036 1610.5,-13998.7 1629.87,-13958.7 1642.91,-13936.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1646.08,-13937.6 1648.2,-13927.2 1640.07,-13934 1646.08,-13937.6\"/>\n",
       "</g>\n",
       "<!-- 139922059803560&#45;&gt;139922059817032 -->\n",
       "<g id=\"edge226\" class=\"edge\"><title>139922059803560&#45;&gt;139922059817032</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1622.25,-14490.3C1635.48,-14479.3 1657.18,-14461.3 1672.97,-14448.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1675.57,-14450.6 1681.04,-14441.5 1671.11,-14445.2 1675.57,-14450.6\"/>\n",
       "</g>\n",
       "<!-- 139922059817368 -->\n",
       "<g id=\"node228\" class=\"node\"><title>139922059817368</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1656.5,-14575 1564.5,-14575 1564.5,-14554 1656.5,-14554 1656.5,-14575\"/>\n",
       "<text text-anchor=\"middle\" x=\"1610.5\" y=\"-14561.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059817368&#45;&gt;139922059803560 -->\n",
       "<g id=\"edge227\" class=\"edge\"><title>139922059817368&#45;&gt;139922059803560</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1610.5,-14553.9C1610.5,-14545.4 1610.5,-14532.6 1610.5,-14521.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1614,-14521.7 1610.5,-14511.7 1607,-14521.7 1614,-14521.7\"/>\n",
       "</g>\n",
       "<!-- 139922059817480 -->\n",
       "<g id=\"node229\" class=\"node\"><title>139922059817480</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1793,-14632 1672,-14632 1672,-14611 1793,-14611 1793,-14632\"/>\n",
       "<text text-anchor=\"middle\" x=\"1732.5\" y=\"-14618.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059817480&#45;&gt;139922059817368 -->\n",
       "<g id=\"edge228\" class=\"edge\"><title>139922059817480&#45;&gt;139922059817368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1711.25,-14610.9C1691.86,-14602.2 1662.99,-14589.2 1641.11,-14579.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1642.47,-14576.1 1631.92,-14575.2 1639.59,-14582.5 1642.47,-14576.1\"/>\n",
       "</g>\n",
       "<!-- 139922059817648 -->\n",
       "<g id=\"node230\" class=\"node\"><title>139922059817648</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1707,-14695.5 1600,-14695.5 1600,-14674.5 1707,-14674.5 1707,-14695.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1653.5\" y=\"-14681.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059817648&#45;&gt;139922059817480 -->\n",
       "<g id=\"edge229\" class=\"edge\"><title>139922059817648&#45;&gt;139922059817480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1665.84,-14674.4C1678.25,-14664.7 1697.58,-14649.7 1712.24,-14638.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1714.5,-14640.9 1720.24,-14632 1710.2,-14635.4 1714.5,-14640.9\"/>\n",
       "</g>\n",
       "<!-- 139922059817872 -->\n",
       "<g id=\"node231\" class=\"node\"><title>139922059817872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1710,-14765.5 1597,-14765.5 1597,-14744.5 1710,-14744.5 1710,-14765.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1653.5\" y=\"-14751.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059817872&#45;&gt;139922059817648 -->\n",
       "<g id=\"edge230\" class=\"edge\"><title>139922059817872&#45;&gt;139922059817648</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1653.5,-14744.3C1653.5,-14734.3 1653.5,-14718.4 1653.5,-14705.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1657,-14705.7 1653.5,-14695.7 1650,-14705.7 1657,-14705.7\"/>\n",
       "</g>\n",
       "<!-- 139922059818040 -->\n",
       "<g id=\"node232\" class=\"node\"><title>139922059818040</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1793,-14829 1672,-14829 1672,-14808 1793,-14808 1793,-14829\"/>\n",
       "<text text-anchor=\"middle\" x=\"1732.5\" y=\"-14815.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059818040&#45;&gt;139922059817872 -->\n",
       "<g id=\"edge231\" class=\"edge\"><title>139922059818040&#45;&gt;139922059817872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1720.16,-14807.9C1707.75,-14798.2 1688.42,-14783.2 1673.76,-14771.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1675.8,-14768.9 1665.76,-14765.5 1671.5,-14774.4 1675.8,-14768.9\"/>\n",
       "</g>\n",
       "<!-- 139922059818152 -->\n",
       "<g id=\"node233\" class=\"node\"><title>139922059818152</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1707,-14892.5 1600,-14892.5 1600,-14871.5 1707,-14871.5 1707,-14892.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1653.5\" y=\"-14878.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059818152&#45;&gt;139922059818040 -->\n",
       "<g id=\"edge232\" class=\"edge\"><title>139922059818152&#45;&gt;139922059818040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1665.84,-14871.4C1678.25,-14861.7 1697.58,-14846.7 1712.24,-14835.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1714.5,-14837.9 1720.24,-14829 1710.2,-14832.4 1714.5,-14837.9\"/>\n",
       "</g>\n",
       "<!-- 139922059818376 -->\n",
       "<g id=\"node234\" class=\"node\"><title>139922059818376</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1710,-14962.5 1597,-14962.5 1597,-14941.5 1710,-14941.5 1710,-14962.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1653.5\" y=\"-14948.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059818376&#45;&gt;139922059818152 -->\n",
       "<g id=\"edge233\" class=\"edge\"><title>139922059818376&#45;&gt;139922059818152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1653.5,-14941.3C1653.5,-14931.3 1653.5,-14915.4 1653.5,-14902.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1657,-14902.7 1653.5,-14892.7 1650,-14902.7 1657,-14902.7\"/>\n",
       "</g>\n",
       "<!-- 139922059818544 -->\n",
       "<g id=\"node235\" class=\"node\"><title>139922059818544</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1792,-15026 1671,-15026 1671,-15005 1792,-15005 1792,-15026\"/>\n",
       "<text text-anchor=\"middle\" x=\"1731.5\" y=\"-15012.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059818544&#45;&gt;139922059818376 -->\n",
       "<g id=\"edge234\" class=\"edge\"><title>139922059818544&#45;&gt;139922059818376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1719.31,-15004.9C1707.06,-14995.2 1687.97,-14980.2 1673.5,-14968.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1675.62,-14966 1665.6,-14962.5 1671.29,-14971.5 1675.62,-14966\"/>\n",
       "</g>\n",
       "<!-- 139922059818656 -->\n",
       "<g id=\"node236\" class=\"node\"><title>139922059818656</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1702,-15089.5 1595,-15089.5 1595,-15068.5 1702,-15068.5 1702,-15089.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1648.5\" y=\"-15075.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059818656&#45;&gt;139922059818544 -->\n",
       "<g id=\"edge235\" class=\"edge\"><title>139922059818656&#45;&gt;139922059818544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1661.47,-15068.4C1674.5,-15058.7 1694.82,-15043.7 1710.22,-15032.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1712.67,-15034.8 1718.62,-15026 1708.5,-15029.2 1712.67,-15034.8\"/>\n",
       "</g>\n",
       "<!-- 139922059817536 -->\n",
       "<g id=\"node237\" class=\"node\"><title>139922059817536</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1623,-15159.5 1510,-15159.5 1510,-15138.5 1623,-15138.5 1623,-15159.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1566.5\" y=\"-15145.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059817536&#45;&gt;139922059817368 -->\n",
       "<g id=\"edge807\" class=\"edge\"><title>139922059817536&#45;&gt;139922059817368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1566.5,-15138.4C1566.5,-15116.7 1566.5,-15062.2 1566.5,-15016.5 1566.5,-15016.5 1566.5,-15016.5 1566.5,-14684 1566.5,-14646.7 1585.87,-14606.7 1598.91,-14584.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1602.08,-14585.6 1604.2,-14575.2 1596.07,-14582 1602.08,-14585.6\"/>\n",
       "</g>\n",
       "<!-- 139922059817536&#45;&gt;139922059818656 -->\n",
       "<g id=\"edge236\" class=\"edge\"><title>139922059817536&#45;&gt;139922059818656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1578.25,-15138.3C1591.48,-15127.3 1613.18,-15109.3 1628.97,-15096.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1631.57,-15098.6 1637.04,-15089.5 1627.11,-15093.2 1631.57,-15098.6\"/>\n",
       "</g>\n",
       "<!-- 139922059818992 -->\n",
       "<g id=\"node238\" class=\"node\"><title>139922059818992</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1612.5,-15223 1520.5,-15223 1520.5,-15202 1612.5,-15202 1612.5,-15223\"/>\n",
       "<text text-anchor=\"middle\" x=\"1566.5\" y=\"-15209.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059818992&#45;&gt;139922059817536 -->\n",
       "<g id=\"edge237\" class=\"edge\"><title>139922059818992&#45;&gt;139922059817536</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1566.5,-15201.9C1566.5,-15193.4 1566.5,-15180.6 1566.5,-15169.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1570,-15169.7 1566.5,-15159.7 1563,-15169.7 1570,-15169.7\"/>\n",
       "</g>\n",
       "<!-- 139922059819104 -->\n",
       "<g id=\"node239\" class=\"node\"><title>139922059819104</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1749,-15280 1628,-15280 1628,-15259 1749,-15259 1749,-15280\"/>\n",
       "<text text-anchor=\"middle\" x=\"1688.5\" y=\"-15266.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059819104&#45;&gt;139922059818992 -->\n",
       "<g id=\"edge238\" class=\"edge\"><title>139922059819104&#45;&gt;139922059818992</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1667.25,-15258.9C1647.86,-15250.2 1618.99,-15237.2 1597.11,-15227.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1598.47,-15224.1 1587.92,-15223.2 1595.59,-15230.5 1598.47,-15224.1\"/>\n",
       "</g>\n",
       "<!-- 139922059819272 -->\n",
       "<g id=\"node240\" class=\"node\"><title>139922059819272</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1663,-15343.5 1556,-15343.5 1556,-15322.5 1663,-15322.5 1663,-15343.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1609.5\" y=\"-15329.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059819272&#45;&gt;139922059819104 -->\n",
       "<g id=\"edge239\" class=\"edge\"><title>139922059819272&#45;&gt;139922059819104</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1621.84,-15322.4C1634.25,-15312.7 1653.58,-15297.7 1668.24,-15286.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1670.5,-15288.9 1676.24,-15280 1666.2,-15283.4 1670.5,-15288.9\"/>\n",
       "</g>\n",
       "<!-- 139922059819496 -->\n",
       "<g id=\"node241\" class=\"node\"><title>139922059819496</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1666,-15413.5 1553,-15413.5 1553,-15392.5 1666,-15392.5 1666,-15413.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1609.5\" y=\"-15399.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059819496&#45;&gt;139922059819272 -->\n",
       "<g id=\"edge240\" class=\"edge\"><title>139922059819496&#45;&gt;139922059819272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1609.5,-15392.3C1609.5,-15382.3 1609.5,-15366.4 1609.5,-15353.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1613,-15353.7 1609.5,-15343.7 1606,-15353.7 1613,-15353.7\"/>\n",
       "</g>\n",
       "<!-- 139922059819664 -->\n",
       "<g id=\"node242\" class=\"node\"><title>139922059819664</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1749,-15477 1628,-15477 1628,-15456 1749,-15456 1749,-15477\"/>\n",
       "<text text-anchor=\"middle\" x=\"1688.5\" y=\"-15463.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059819664&#45;&gt;139922059819496 -->\n",
       "<g id=\"edge241\" class=\"edge\"><title>139922059819664&#45;&gt;139922059819496</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1676.16,-15455.9C1663.75,-15446.2 1644.42,-15431.2 1629.76,-15419.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1631.8,-15416.9 1621.76,-15413.5 1627.5,-15422.4 1631.8,-15416.9\"/>\n",
       "</g>\n",
       "<!-- 139922059819776 -->\n",
       "<g id=\"node243\" class=\"node\"><title>139922059819776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1663,-15540.5 1556,-15540.5 1556,-15519.5 1663,-15519.5 1663,-15540.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1609.5\" y=\"-15526.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059819776&#45;&gt;139922059819664 -->\n",
       "<g id=\"edge242\" class=\"edge\"><title>139922059819776&#45;&gt;139922059819664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1621.84,-15519.4C1634.25,-15509.7 1653.58,-15494.7 1668.24,-15483.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1670.5,-15485.9 1676.24,-15477 1666.2,-15480.4 1670.5,-15485.9\"/>\n",
       "</g>\n",
       "<!-- 139922059820000 -->\n",
       "<g id=\"node244\" class=\"node\"><title>139922059820000</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1666,-15610.5 1553,-15610.5 1553,-15589.5 1666,-15589.5 1666,-15610.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1609.5\" y=\"-15596.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059820000&#45;&gt;139922059819776 -->\n",
       "<g id=\"edge243\" class=\"edge\"><title>139922059820000&#45;&gt;139922059819776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1609.5,-15589.3C1609.5,-15579.3 1609.5,-15563.4 1609.5,-15550.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1613,-15550.7 1609.5,-15540.7 1606,-15550.7 1613,-15550.7\"/>\n",
       "</g>\n",
       "<!-- 139922059820168 -->\n",
       "<g id=\"node245\" class=\"node\"><title>139922059820168</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1748,-15674 1627,-15674 1627,-15653 1748,-15653 1748,-15674\"/>\n",
       "<text text-anchor=\"middle\" x=\"1687.5\" y=\"-15660.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059820168&#45;&gt;139922059820000 -->\n",
       "<g id=\"edge244\" class=\"edge\"><title>139922059820168&#45;&gt;139922059820000</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1675.31,-15652.9C1663.06,-15643.2 1643.97,-15628.2 1629.5,-15616.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1631.62,-15614 1621.6,-15610.5 1627.29,-15619.5 1631.62,-15614\"/>\n",
       "</g>\n",
       "<!-- 139922059820280 -->\n",
       "<g id=\"node246\" class=\"node\"><title>139922059820280</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1658,-15737.5 1551,-15737.5 1551,-15716.5 1658,-15716.5 1658,-15737.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1604.5\" y=\"-15723.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059820280&#45;&gt;139922059820168 -->\n",
       "<g id=\"edge245\" class=\"edge\"><title>139922059820280&#45;&gt;139922059820168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1617.47,-15716.4C1630.5,-15706.7 1650.82,-15691.7 1666.22,-15680.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1668.67,-15682.8 1674.62,-15674 1664.5,-15677.2 1668.67,-15682.8\"/>\n",
       "</g>\n",
       "<!-- 139922059819160 -->\n",
       "<g id=\"node247\" class=\"node\"><title>139922059819160</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1579,-15807.5 1466,-15807.5 1466,-15786.5 1579,-15786.5 1579,-15807.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1522.5\" y=\"-15793.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059819160&#45;&gt;139922059818992 -->\n",
       "<g id=\"edge797\" class=\"edge\"><title>139922059819160&#45;&gt;139922059818992</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1522.5,-15786.4C1522.5,-15764.7 1522.5,-15710.2 1522.5,-15664.5 1522.5,-15664.5 1522.5,-15664.5 1522.5,-15332 1522.5,-15294.7 1541.87,-15254.7 1554.91,-15232.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1558.08,-15233.6 1560.2,-15223.2 1552.07,-15230 1558.08,-15233.6\"/>\n",
       "</g>\n",
       "<!-- 139922059819160&#45;&gt;139922059820280 -->\n",
       "<g id=\"edge246\" class=\"edge\"><title>139922059819160&#45;&gt;139922059820280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1534.25,-15786.3C1547.48,-15775.3 1569.18,-15757.3 1584.97,-15744.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1587.57,-15746.6 1593.04,-15737.5 1583.11,-15741.2 1587.57,-15746.6\"/>\n",
       "</g>\n",
       "<!-- 139922059820616 -->\n",
       "<g id=\"node248\" class=\"node\"><title>139922059820616</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1568.5,-15871 1476.5,-15871 1476.5,-15850 1568.5,-15850 1568.5,-15871\"/>\n",
       "<text text-anchor=\"middle\" x=\"1522.5\" y=\"-15857.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059820616&#45;&gt;139922059819160 -->\n",
       "<g id=\"edge247\" class=\"edge\"><title>139922059820616&#45;&gt;139922059819160</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1522.5,-15849.9C1522.5,-15841.4 1522.5,-15828.6 1522.5,-15817.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1526,-15817.7 1522.5,-15807.7 1519,-15817.7 1526,-15817.7\"/>\n",
       "</g>\n",
       "<!-- 139922059820728 -->\n",
       "<g id=\"node249\" class=\"node\"><title>139922059820728</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1705,-15928 1584,-15928 1584,-15907 1705,-15907 1705,-15928\"/>\n",
       "<text text-anchor=\"middle\" x=\"1644.5\" y=\"-15914.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059820728&#45;&gt;139922059820616 -->\n",
       "<g id=\"edge248\" class=\"edge\"><title>139922059820728&#45;&gt;139922059820616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1623.25,-15906.9C1603.86,-15898.2 1574.99,-15885.2 1553.11,-15875.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1554.47,-15872.1 1543.92,-15871.2 1551.59,-15878.5 1554.47,-15872.1\"/>\n",
       "</g>\n",
       "<!-- 139922059820896 -->\n",
       "<g id=\"node250\" class=\"node\"><title>139922059820896</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1619,-15991.5 1512,-15991.5 1512,-15970.5 1619,-15970.5 1619,-15991.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1565.5\" y=\"-15977.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059820896&#45;&gt;139922059820728 -->\n",
       "<g id=\"edge249\" class=\"edge\"><title>139922059820896&#45;&gt;139922059820728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1577.84,-15970.4C1590.25,-15960.7 1609.58,-15945.7 1624.24,-15934.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1626.5,-15936.9 1632.24,-15928 1622.2,-15931.4 1626.5,-15936.9\"/>\n",
       "</g>\n",
       "<!-- 139922059833472 -->\n",
       "<g id=\"node251\" class=\"node\"><title>139922059833472</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1622,-16061.5 1509,-16061.5 1509,-16040.5 1622,-16040.5 1622,-16061.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1565.5\" y=\"-16047.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059833472&#45;&gt;139922059820896 -->\n",
       "<g id=\"edge250\" class=\"edge\"><title>139922059833472&#45;&gt;139922059820896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1565.5,-16040.3C1565.5,-16030.3 1565.5,-16014.4 1565.5,-16001.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1569,-16001.7 1565.5,-15991.7 1562,-16001.7 1569,-16001.7\"/>\n",
       "</g>\n",
       "<!-- 139922059833640 -->\n",
       "<g id=\"node252\" class=\"node\"><title>139922059833640</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1705,-16125 1584,-16125 1584,-16104 1705,-16104 1705,-16125\"/>\n",
       "<text text-anchor=\"middle\" x=\"1644.5\" y=\"-16111.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059833640&#45;&gt;139922059833472 -->\n",
       "<g id=\"edge251\" class=\"edge\"><title>139922059833640&#45;&gt;139922059833472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1632.16,-16103.9C1619.75,-16094.2 1600.42,-16079.2 1585.76,-16067.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1587.8,-16064.9 1577.76,-16061.5 1583.5,-16070.4 1587.8,-16064.9\"/>\n",
       "</g>\n",
       "<!-- 139922059833752 -->\n",
       "<g id=\"node253\" class=\"node\"><title>139922059833752</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1619,-16188.5 1512,-16188.5 1512,-16167.5 1619,-16167.5 1619,-16188.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1565.5\" y=\"-16174.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059833752&#45;&gt;139922059833640 -->\n",
       "<g id=\"edge252\" class=\"edge\"><title>139922059833752&#45;&gt;139922059833640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1577.84,-16167.4C1590.25,-16157.7 1609.58,-16142.7 1624.24,-16131.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1626.5,-16133.9 1632.24,-16125 1622.2,-16128.4 1626.5,-16133.9\"/>\n",
       "</g>\n",
       "<!-- 139922059833976 -->\n",
       "<g id=\"node254\" class=\"node\"><title>139922059833976</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1622,-16258.5 1509,-16258.5 1509,-16237.5 1622,-16237.5 1622,-16258.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1565.5\" y=\"-16244.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059833976&#45;&gt;139922059833752 -->\n",
       "<g id=\"edge253\" class=\"edge\"><title>139922059833976&#45;&gt;139922059833752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1565.5,-16237.3C1565.5,-16227.3 1565.5,-16211.4 1565.5,-16198.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1569,-16198.7 1565.5,-16188.7 1562,-16198.7 1569,-16198.7\"/>\n",
       "</g>\n",
       "<!-- 139922059834144 -->\n",
       "<g id=\"node255\" class=\"node\"><title>139922059834144</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1704,-16322 1583,-16322 1583,-16301 1704,-16301 1704,-16322\"/>\n",
       "<text text-anchor=\"middle\" x=\"1643.5\" y=\"-16308.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059834144&#45;&gt;139922059833976 -->\n",
       "<g id=\"edge254\" class=\"edge\"><title>139922059834144&#45;&gt;139922059833976</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1631.31,-16300.9C1619.06,-16291.2 1599.97,-16276.2 1585.5,-16264.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1587.62,-16262 1577.6,-16258.5 1583.29,-16267.5 1587.62,-16262\"/>\n",
       "</g>\n",
       "<!-- 139922059834256 -->\n",
       "<g id=\"node256\" class=\"node\"><title>139922059834256</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1614,-16385.5 1507,-16385.5 1507,-16364.5 1614,-16364.5 1614,-16385.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1560.5\" y=\"-16371.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059834256&#45;&gt;139922059834144 -->\n",
       "<g id=\"edge255\" class=\"edge\"><title>139922059834256&#45;&gt;139922059834144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1573.47,-16364.4C1586.5,-16354.7 1606.82,-16339.7 1622.22,-16328.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1624.67,-16330.8 1630.62,-16322 1620.5,-16325.2 1624.67,-16330.8\"/>\n",
       "</g>\n",
       "<!-- 139922059820784 -->\n",
       "<g id=\"node257\" class=\"node\"><title>139922059820784</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1535,-16455.5 1422,-16455.5 1422,-16434.5 1535,-16434.5 1535,-16455.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1478.5\" y=\"-16441.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059820784&#45;&gt;139922059820616 -->\n",
       "<g id=\"edge787\" class=\"edge\"><title>139922059820784&#45;&gt;139922059820616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1478.5,-16434.4C1478.5,-16412.7 1478.5,-16358.2 1478.5,-16312.5 1478.5,-16312.5 1478.5,-16312.5 1478.5,-15980 1478.5,-15942.7 1497.87,-15902.7 1510.91,-15880.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1514.08,-15881.6 1516.2,-15871.2 1508.07,-15878 1514.08,-15881.6\"/>\n",
       "</g>\n",
       "<!-- 139922059820784&#45;&gt;139922059834256 -->\n",
       "<g id=\"edge256\" class=\"edge\"><title>139922059820784&#45;&gt;139922059834256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1490.25,-16434.3C1503.48,-16423.3 1525.18,-16405.3 1540.97,-16392.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1543.57,-16394.6 1549.04,-16385.5 1539.11,-16389.2 1543.57,-16394.6\"/>\n",
       "</g>\n",
       "<!-- 139922059834592 -->\n",
       "<g id=\"node258\" class=\"node\"><title>139922059834592</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1524.5,-16519 1432.5,-16519 1432.5,-16498 1524.5,-16498 1524.5,-16519\"/>\n",
       "<text text-anchor=\"middle\" x=\"1478.5\" y=\"-16505.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059834592&#45;&gt;139922059820784 -->\n",
       "<g id=\"edge257\" class=\"edge\"><title>139922059834592&#45;&gt;139922059820784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1478.5,-16497.9C1478.5,-16489.4 1478.5,-16476.6 1478.5,-16465.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1482,-16465.7 1478.5,-16455.7 1475,-16465.7 1482,-16465.7\"/>\n",
       "</g>\n",
       "<!-- 139922059834704 -->\n",
       "<g id=\"node259\" class=\"node\"><title>139922059834704</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1661,-16576 1540,-16576 1540,-16555 1661,-16555 1661,-16576\"/>\n",
       "<text text-anchor=\"middle\" x=\"1600.5\" y=\"-16562.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059834704&#45;&gt;139922059834592 -->\n",
       "<g id=\"edge258\" class=\"edge\"><title>139922059834704&#45;&gt;139922059834592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1579.25,-16554.9C1559.86,-16546.2 1530.99,-16533.2 1509.11,-16523.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1510.47,-16520.1 1499.92,-16519.2 1507.59,-16526.5 1510.47,-16520.1\"/>\n",
       "</g>\n",
       "<!-- 139922059834872 -->\n",
       "<g id=\"node260\" class=\"node\"><title>139922059834872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1575,-16639.5 1468,-16639.5 1468,-16618.5 1575,-16618.5 1575,-16639.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1521.5\" y=\"-16625.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059834872&#45;&gt;139922059834704 -->\n",
       "<g id=\"edge259\" class=\"edge\"><title>139922059834872&#45;&gt;139922059834704</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1533.84,-16618.4C1546.25,-16608.7 1565.58,-16593.7 1580.24,-16582.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1582.5,-16584.9 1588.24,-16576 1578.2,-16579.4 1582.5,-16584.9\"/>\n",
       "</g>\n",
       "<!-- 139922059835096 -->\n",
       "<g id=\"node261\" class=\"node\"><title>139922059835096</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1578,-16709.5 1465,-16709.5 1465,-16688.5 1578,-16688.5 1578,-16709.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1521.5\" y=\"-16695.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059835096&#45;&gt;139922059834872 -->\n",
       "<g id=\"edge260\" class=\"edge\"><title>139922059835096&#45;&gt;139922059834872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1521.5,-16688.3C1521.5,-16678.3 1521.5,-16662.4 1521.5,-16649.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1525,-16649.7 1521.5,-16639.7 1518,-16649.7 1525,-16649.7\"/>\n",
       "</g>\n",
       "<!-- 139922059835264 -->\n",
       "<g id=\"node262\" class=\"node\"><title>139922059835264</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1661,-16773 1540,-16773 1540,-16752 1661,-16752 1661,-16773\"/>\n",
       "<text text-anchor=\"middle\" x=\"1600.5\" y=\"-16759.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059835264&#45;&gt;139922059835096 -->\n",
       "<g id=\"edge261\" class=\"edge\"><title>139922059835264&#45;&gt;139922059835096</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1588.16,-16751.9C1575.75,-16742.2 1556.42,-16727.2 1541.76,-16715.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1543.8,-16712.9 1533.76,-16709.5 1539.5,-16718.4 1543.8,-16712.9\"/>\n",
       "</g>\n",
       "<!-- 139922059835376 -->\n",
       "<g id=\"node263\" class=\"node\"><title>139922059835376</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1575,-16836.5 1468,-16836.5 1468,-16815.5 1575,-16815.5 1575,-16836.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1521.5\" y=\"-16822.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059835376&#45;&gt;139922059835264 -->\n",
       "<g id=\"edge262\" class=\"edge\"><title>139922059835376&#45;&gt;139922059835264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1533.84,-16815.4C1546.25,-16805.7 1565.58,-16790.7 1580.24,-16779.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1582.5,-16781.9 1588.24,-16773 1578.2,-16776.4 1582.5,-16781.9\"/>\n",
       "</g>\n",
       "<!-- 139922059835600 -->\n",
       "<g id=\"node264\" class=\"node\"><title>139922059835600</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1578,-16906.5 1465,-16906.5 1465,-16885.5 1578,-16885.5 1578,-16906.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1521.5\" y=\"-16892.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059835600&#45;&gt;139922059835376 -->\n",
       "<g id=\"edge263\" class=\"edge\"><title>139922059835600&#45;&gt;139922059835376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1521.5,-16885.3C1521.5,-16875.3 1521.5,-16859.4 1521.5,-16846.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1525,-16846.7 1521.5,-16836.7 1518,-16846.7 1525,-16846.7\"/>\n",
       "</g>\n",
       "<!-- 139922059835768 -->\n",
       "<g id=\"node265\" class=\"node\"><title>139922059835768</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1660,-16970 1539,-16970 1539,-16949 1660,-16949 1660,-16970\"/>\n",
       "<text text-anchor=\"middle\" x=\"1599.5\" y=\"-16956.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059835768&#45;&gt;139922059835600 -->\n",
       "<g id=\"edge264\" class=\"edge\"><title>139922059835768&#45;&gt;139922059835600</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1587.31,-16948.9C1575.06,-16939.2 1555.97,-16924.2 1541.5,-16912.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1543.62,-16910 1533.6,-16906.5 1539.29,-16915.5 1543.62,-16910\"/>\n",
       "</g>\n",
       "<!-- 139922059835880 -->\n",
       "<g id=\"node266\" class=\"node\"><title>139922059835880</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1570,-17033.5 1463,-17033.5 1463,-17012.5 1570,-17012.5 1570,-17033.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1516.5\" y=\"-17019.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059835880&#45;&gt;139922059835768 -->\n",
       "<g id=\"edge265\" class=\"edge\"><title>139922059835880&#45;&gt;139922059835768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1529.47,-17012.4C1542.5,-17002.7 1562.82,-16987.7 1578.22,-16976.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1580.67,-16978.8 1586.62,-16970 1576.5,-16973.2 1580.67,-16978.8\"/>\n",
       "</g>\n",
       "<!-- 139922059834760 -->\n",
       "<g id=\"node267\" class=\"node\"><title>139922059834760</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1491,-17103.5 1378,-17103.5 1378,-17082.5 1491,-17082.5 1491,-17103.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1434.5\" y=\"-17089.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059834760&#45;&gt;139922059834592 -->\n",
       "<g id=\"edge777\" class=\"edge\"><title>139922059834760&#45;&gt;139922059834592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1434.5,-17082.4C1434.5,-17060.7 1434.5,-17006.2 1434.5,-16960.5 1434.5,-16960.5 1434.5,-16960.5 1434.5,-16628 1434.5,-16590.7 1453.87,-16550.7 1466.91,-16528.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1470.08,-16529.6 1472.2,-16519.2 1464.07,-16526 1470.08,-16529.6\"/>\n",
       "</g>\n",
       "<!-- 139922059834760&#45;&gt;139922059835880 -->\n",
       "<g id=\"edge266\" class=\"edge\"><title>139922059834760&#45;&gt;139922059835880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1446.25,-17082.3C1459.48,-17071.3 1481.18,-17053.3 1496.97,-17040.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1499.57,-17042.6 1505.04,-17033.5 1495.11,-17037.2 1499.57,-17042.6\"/>\n",
       "</g>\n",
       "<!-- 139922059836216 -->\n",
       "<g id=\"node268\" class=\"node\"><title>139922059836216</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1480.5,-17167 1388.5,-17167 1388.5,-17146 1480.5,-17146 1480.5,-17167\"/>\n",
       "<text text-anchor=\"middle\" x=\"1434.5\" y=\"-17153.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059836216&#45;&gt;139922059834760 -->\n",
       "<g id=\"edge267\" class=\"edge\"><title>139922059836216&#45;&gt;139922059834760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1434.5,-17145.9C1434.5,-17137.4 1434.5,-17124.6 1434.5,-17113.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1438,-17113.7 1434.5,-17103.7 1431,-17113.7 1438,-17113.7\"/>\n",
       "</g>\n",
       "<!-- 139922059836328 -->\n",
       "<g id=\"node269\" class=\"node\"><title>139922059836328</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1617,-17224 1496,-17224 1496,-17203 1617,-17203 1617,-17224\"/>\n",
       "<text text-anchor=\"middle\" x=\"1556.5\" y=\"-17210.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059836328&#45;&gt;139922059836216 -->\n",
       "<g id=\"edge268\" class=\"edge\"><title>139922059836328&#45;&gt;139922059836216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1535.25,-17202.9C1515.86,-17194.2 1486.99,-17181.2 1465.11,-17171.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1466.47,-17168.1 1455.92,-17167.2 1463.59,-17174.5 1466.47,-17168.1\"/>\n",
       "</g>\n",
       "<!-- 139922059836496 -->\n",
       "<g id=\"node270\" class=\"node\"><title>139922059836496</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1531,-17287.5 1424,-17287.5 1424,-17266.5 1531,-17266.5 1531,-17287.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1477.5\" y=\"-17273.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059836496&#45;&gt;139922059836328 -->\n",
       "<g id=\"edge269\" class=\"edge\"><title>139922059836496&#45;&gt;139922059836328</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1489.84,-17266.4C1502.25,-17256.7 1521.58,-17241.7 1536.24,-17230.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1538.5,-17232.9 1544.24,-17224 1534.2,-17227.4 1538.5,-17232.9\"/>\n",
       "</g>\n",
       "<!-- 139922059836720 -->\n",
       "<g id=\"node271\" class=\"node\"><title>139922059836720</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1534,-17357.5 1421,-17357.5 1421,-17336.5 1534,-17336.5 1534,-17357.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1477.5\" y=\"-17343.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059836720&#45;&gt;139922059836496 -->\n",
       "<g id=\"edge270\" class=\"edge\"><title>139922059836720&#45;&gt;139922059836496</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1477.5,-17336.3C1477.5,-17326.3 1477.5,-17310.4 1477.5,-17297.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1481,-17297.7 1477.5,-17287.7 1474,-17297.7 1481,-17297.7\"/>\n",
       "</g>\n",
       "<!-- 139922059836888 -->\n",
       "<g id=\"node272\" class=\"node\"><title>139922059836888</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1617,-17421 1496,-17421 1496,-17400 1617,-17400 1617,-17421\"/>\n",
       "<text text-anchor=\"middle\" x=\"1556.5\" y=\"-17407.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059836888&#45;&gt;139922059836720 -->\n",
       "<g id=\"edge271\" class=\"edge\"><title>139922059836888&#45;&gt;139922059836720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1544.16,-17399.9C1531.75,-17390.2 1512.42,-17375.2 1497.76,-17363.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1499.8,-17360.9 1489.76,-17357.5 1495.5,-17366.4 1499.8,-17360.9\"/>\n",
       "</g>\n",
       "<!-- 139922059837000 -->\n",
       "<g id=\"node273\" class=\"node\"><title>139922059837000</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1531,-17484.5 1424,-17484.5 1424,-17463.5 1531,-17463.5 1531,-17484.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1477.5\" y=\"-17470.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059837000&#45;&gt;139922059836888 -->\n",
       "<g id=\"edge272\" class=\"edge\"><title>139922059837000&#45;&gt;139922059836888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1489.84,-17463.4C1502.25,-17453.7 1521.58,-17438.7 1536.24,-17427.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1538.5,-17429.9 1544.24,-17421 1534.2,-17424.4 1538.5,-17429.9\"/>\n",
       "</g>\n",
       "<!-- 139922059837224 -->\n",
       "<g id=\"node274\" class=\"node\"><title>139922059837224</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1534,-17554.5 1421,-17554.5 1421,-17533.5 1534,-17533.5 1534,-17554.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1477.5\" y=\"-17540.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059837224&#45;&gt;139922059837000 -->\n",
       "<g id=\"edge273\" class=\"edge\"><title>139922059837224&#45;&gt;139922059837000</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1477.5,-17533.3C1477.5,-17523.3 1477.5,-17507.4 1477.5,-17494.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1481,-17494.7 1477.5,-17484.7 1474,-17494.7 1481,-17494.7\"/>\n",
       "</g>\n",
       "<!-- 139922059837392 -->\n",
       "<g id=\"node275\" class=\"node\"><title>139922059837392</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1616,-17618 1495,-17618 1495,-17597 1616,-17597 1616,-17618\"/>\n",
       "<text text-anchor=\"middle\" x=\"1555.5\" y=\"-17604.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059837392&#45;&gt;139922059837224 -->\n",
       "<g id=\"edge274\" class=\"edge\"><title>139922059837392&#45;&gt;139922059837224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1543.31,-17596.9C1531.06,-17587.2 1511.97,-17572.2 1497.5,-17560.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1499.62,-17558 1489.6,-17554.5 1495.29,-17563.5 1499.62,-17558\"/>\n",
       "</g>\n",
       "<!-- 139922059821184 -->\n",
       "<g id=\"node276\" class=\"node\"><title>139922059821184</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1526,-17681.5 1419,-17681.5 1419,-17660.5 1526,-17660.5 1526,-17681.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1472.5\" y=\"-17667.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059821184&#45;&gt;139922059837392 -->\n",
       "<g id=\"edge275\" class=\"edge\"><title>139922059821184&#45;&gt;139922059837392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1485.47,-17660.4C1498.5,-17650.7 1518.82,-17635.7 1534.22,-17624.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1536.67,-17626.8 1542.62,-17618 1532.5,-17621.2 1536.67,-17626.8\"/>\n",
       "</g>\n",
       "<!-- 139922059836384 -->\n",
       "<g id=\"node277\" class=\"node\"><title>139922059836384</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1447,-17751.5 1334,-17751.5 1334,-17730.5 1447,-17730.5 1447,-17751.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1390.5\" y=\"-17737.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059836384&#45;&gt;139922059836216 -->\n",
       "<g id=\"edge767\" class=\"edge\"><title>139922059836384&#45;&gt;139922059836216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1390.5,-17730.4C1390.5,-17708.7 1390.5,-17654.2 1390.5,-17608.5 1390.5,-17608.5 1390.5,-17608.5 1390.5,-17276 1390.5,-17238.7 1409.87,-17198.7 1422.91,-17176.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1426.08,-17177.6 1428.2,-17167.2 1420.07,-17174 1426.08,-17177.6\"/>\n",
       "</g>\n",
       "<!-- 139922059836384&#45;&gt;139922059821184 -->\n",
       "<g id=\"edge276\" class=\"edge\"><title>139922059836384&#45;&gt;139922059821184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1402.25,-17730.3C1415.48,-17719.3 1437.18,-17701.3 1452.97,-17688.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1455.57,-17690.6 1461.04,-17681.5 1451.11,-17685.2 1455.57,-17690.6\"/>\n",
       "</g>\n",
       "<!-- 139922059821520 -->\n",
       "<g id=\"node278\" class=\"node\"><title>139922059821520</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1436.5,-17815 1344.5,-17815 1344.5,-17794 1436.5,-17794 1436.5,-17815\"/>\n",
       "<text text-anchor=\"middle\" x=\"1390.5\" y=\"-17801.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059821520&#45;&gt;139922059836384 -->\n",
       "<g id=\"edge277\" class=\"edge\"><title>139922059821520&#45;&gt;139922059836384</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1390.5,-17793.9C1390.5,-17785.4 1390.5,-17772.6 1390.5,-17761.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1394,-17761.7 1390.5,-17751.7 1387,-17761.7 1394,-17761.7\"/>\n",
       "</g>\n",
       "<!-- 139922059821632 -->\n",
       "<g id=\"node279\" class=\"node\"><title>139922059821632</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1573,-17872 1452,-17872 1452,-17851 1573,-17851 1573,-17872\"/>\n",
       "<text text-anchor=\"middle\" x=\"1512.5\" y=\"-17858.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059821632&#45;&gt;139922059821520 -->\n",
       "<g id=\"edge278\" class=\"edge\"><title>139922059821632&#45;&gt;139922059821520</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1491.25,-17850.9C1471.86,-17842.2 1442.99,-17829.2 1421.11,-17819.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1422.47,-17816.1 1411.92,-17815.2 1419.59,-17822.5 1422.47,-17816.1\"/>\n",
       "</g>\n",
       "<!-- 139922059821800 -->\n",
       "<g id=\"node280\" class=\"node\"><title>139922059821800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1487,-17935.5 1380,-17935.5 1380,-17914.5 1487,-17914.5 1487,-17935.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1433.5\" y=\"-17921.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059821800&#45;&gt;139922059821632 -->\n",
       "<g id=\"edge279\" class=\"edge\"><title>139922059821800&#45;&gt;139922059821632</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1445.84,-17914.4C1458.25,-17904.7 1477.58,-17889.7 1492.24,-17878.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1494.5,-17880.9 1500.24,-17872 1490.2,-17875.4 1494.5,-17880.9\"/>\n",
       "</g>\n",
       "<!-- 139922059822024 -->\n",
       "<g id=\"node281\" class=\"node\"><title>139922059822024</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1490,-18005.5 1377,-18005.5 1377,-17984.5 1490,-17984.5 1490,-18005.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1433.5\" y=\"-17991.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059822024&#45;&gt;139922059821800 -->\n",
       "<g id=\"edge280\" class=\"edge\"><title>139922059822024&#45;&gt;139922059821800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1433.5,-17984.3C1433.5,-17974.3 1433.5,-17958.4 1433.5,-17945.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1437,-17945.7 1433.5,-17935.7 1430,-17945.7 1437,-17945.7\"/>\n",
       "</g>\n",
       "<!-- 139922059822192 -->\n",
       "<g id=\"node282\" class=\"node\"><title>139922059822192</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1573,-18069 1452,-18069 1452,-18048 1573,-18048 1573,-18069\"/>\n",
       "<text text-anchor=\"middle\" x=\"1512.5\" y=\"-18055.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059822192&#45;&gt;139922059822024 -->\n",
       "<g id=\"edge281\" class=\"edge\"><title>139922059822192&#45;&gt;139922059822024</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1500.16,-18047.9C1487.75,-18038.2 1468.42,-18023.2 1453.76,-18011.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1455.8,-18008.9 1445.76,-18005.5 1451.5,-18014.4 1455.8,-18008.9\"/>\n",
       "</g>\n",
       "<!-- 139922059822304 -->\n",
       "<g id=\"node283\" class=\"node\"><title>139922059822304</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1487,-18132.5 1380,-18132.5 1380,-18111.5 1487,-18111.5 1487,-18132.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1433.5\" y=\"-18118.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059822304&#45;&gt;139922059822192 -->\n",
       "<g id=\"edge282\" class=\"edge\"><title>139922059822304&#45;&gt;139922059822192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1445.84,-18111.4C1458.25,-18101.7 1477.58,-18086.7 1492.24,-18075.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1494.5,-18077.9 1500.24,-18069 1490.2,-18072.4 1494.5,-18077.9\"/>\n",
       "</g>\n",
       "<!-- 139922059822528 -->\n",
       "<g id=\"node284\" class=\"node\"><title>139922059822528</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1490,-18202.5 1377,-18202.5 1377,-18181.5 1490,-18181.5 1490,-18202.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1433.5\" y=\"-18188.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059822528&#45;&gt;139922059822304 -->\n",
       "<g id=\"edge283\" class=\"edge\"><title>139922059822528&#45;&gt;139922059822304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1433.5,-18181.3C1433.5,-18171.3 1433.5,-18155.4 1433.5,-18142.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1437,-18142.7 1433.5,-18132.7 1430,-18142.7 1437,-18142.7\"/>\n",
       "</g>\n",
       "<!-- 139922059822696 -->\n",
       "<g id=\"node285\" class=\"node\"><title>139922059822696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1572,-18266 1451,-18266 1451,-18245 1572,-18245 1572,-18266\"/>\n",
       "<text text-anchor=\"middle\" x=\"1511.5\" y=\"-18252.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059822696&#45;&gt;139922059822528 -->\n",
       "<g id=\"edge284\" class=\"edge\"><title>139922059822696&#45;&gt;139922059822528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1499.31,-18244.9C1487.06,-18235.2 1467.97,-18220.2 1453.5,-18208.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1455.62,-18206 1445.6,-18202.5 1451.29,-18211.5 1455.62,-18206\"/>\n",
       "</g>\n",
       "<!-- 139922059822808 -->\n",
       "<g id=\"node286\" class=\"node\"><title>139922059822808</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1482,-18329.5 1375,-18329.5 1375,-18308.5 1482,-18308.5 1482,-18329.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1428.5\" y=\"-18315.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059822808&#45;&gt;139922059822696 -->\n",
       "<g id=\"edge285\" class=\"edge\"><title>139922059822808&#45;&gt;139922059822696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1441.47,-18308.4C1454.5,-18298.7 1474.82,-18283.7 1490.22,-18272.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1492.67,-18274.8 1498.62,-18266 1488.5,-18269.2 1492.67,-18274.8\"/>\n",
       "</g>\n",
       "<!-- 139922059821688 -->\n",
       "<g id=\"node287\" class=\"node\"><title>139922059821688</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1403,-18399.5 1290,-18399.5 1290,-18378.5 1403,-18378.5 1403,-18399.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1346.5\" y=\"-18385.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059821688&#45;&gt;139922059821520 -->\n",
       "<g id=\"edge757\" class=\"edge\"><title>139922059821688&#45;&gt;139922059821520</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1346.5,-18378.4C1346.5,-18356.7 1346.5,-18302.2 1346.5,-18256.5 1346.5,-18256.5 1346.5,-18256.5 1346.5,-17924 1346.5,-17886.7 1365.87,-17846.7 1378.91,-17824.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1382.08,-17825.6 1384.2,-17815.2 1376.07,-17822 1382.08,-17825.6\"/>\n",
       "</g>\n",
       "<!-- 139922059821688&#45;&gt;139922059822808 -->\n",
       "<g id=\"edge286\" class=\"edge\"><title>139922059821688&#45;&gt;139922059822808</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1358.25,-18378.3C1371.48,-18367.3 1393.18,-18349.3 1408.97,-18336.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1411.57,-18338.6 1417.04,-18329.5 1407.11,-18333.2 1411.57,-18338.6\"/>\n",
       "</g>\n",
       "<!-- 139922059823144 -->\n",
       "<g id=\"node288\" class=\"node\"><title>139922059823144</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1392.5,-18463 1300.5,-18463 1300.5,-18442 1392.5,-18442 1392.5,-18463\"/>\n",
       "<text text-anchor=\"middle\" x=\"1346.5\" y=\"-18449.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059823144&#45;&gt;139922059821688 -->\n",
       "<g id=\"edge287\" class=\"edge\"><title>139922059823144&#45;&gt;139922059821688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1346.5,-18441.9C1346.5,-18433.4 1346.5,-18420.6 1346.5,-18409.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1350,-18409.7 1346.5,-18399.7 1343,-18409.7 1350,-18409.7\"/>\n",
       "</g>\n",
       "<!-- 139922059823256 -->\n",
       "<g id=\"node289\" class=\"node\"><title>139922059823256</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1529,-18520 1408,-18520 1408,-18499 1529,-18499 1529,-18520\"/>\n",
       "<text text-anchor=\"middle\" x=\"1468.5\" y=\"-18506.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059823256&#45;&gt;139922059823144 -->\n",
       "<g id=\"edge288\" class=\"edge\"><title>139922059823256&#45;&gt;139922059823144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1447.25,-18498.9C1427.86,-18490.2 1398.99,-18477.2 1377.11,-18467.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1378.47,-18464.1 1367.92,-18463.2 1375.59,-18470.5 1378.47,-18464.1\"/>\n",
       "</g>\n",
       "<!-- 139922059823424 -->\n",
       "<g id=\"node290\" class=\"node\"><title>139922059823424</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1443,-18583.5 1336,-18583.5 1336,-18562.5 1443,-18562.5 1443,-18583.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1389.5\" y=\"-18569.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059823424&#45;&gt;139922059823256 -->\n",
       "<g id=\"edge289\" class=\"edge\"><title>139922059823424&#45;&gt;139922059823256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1401.84,-18562.4C1414.25,-18552.7 1433.58,-18537.7 1448.24,-18526.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1450.5,-18528.9 1456.24,-18520 1446.2,-18523.4 1450.5,-18528.9\"/>\n",
       "</g>\n",
       "<!-- 139922059823648 -->\n",
       "<g id=\"node291\" class=\"node\"><title>139922059823648</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1446,-18653.5 1333,-18653.5 1333,-18632.5 1446,-18632.5 1446,-18653.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1389.5\" y=\"-18639.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059823648&#45;&gt;139922059823424 -->\n",
       "<g id=\"edge290\" class=\"edge\"><title>139922059823648&#45;&gt;139922059823424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1389.5,-18632.3C1389.5,-18622.3 1389.5,-18606.4 1389.5,-18593.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1393,-18593.7 1389.5,-18583.7 1386,-18593.7 1393,-18593.7\"/>\n",
       "</g>\n",
       "<!-- 139922059823816 -->\n",
       "<g id=\"node292\" class=\"node\"><title>139922059823816</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1529,-18717 1408,-18717 1408,-18696 1529,-18696 1529,-18717\"/>\n",
       "<text text-anchor=\"middle\" x=\"1468.5\" y=\"-18703.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059823816&#45;&gt;139922059823648 -->\n",
       "<g id=\"edge291\" class=\"edge\"><title>139922059823816&#45;&gt;139922059823648</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1456.16,-18695.9C1443.75,-18686.2 1424.42,-18671.2 1409.76,-18659.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1411.8,-18656.9 1401.76,-18653.5 1407.5,-18662.4 1411.8,-18656.9\"/>\n",
       "</g>\n",
       "<!-- 139922059823928 -->\n",
       "<g id=\"node293\" class=\"node\"><title>139922059823928</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1443,-18780.5 1336,-18780.5 1336,-18759.5 1443,-18759.5 1443,-18780.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1389.5\" y=\"-18766.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059823928&#45;&gt;139922059823816 -->\n",
       "<g id=\"edge292\" class=\"edge\"><title>139922059823928&#45;&gt;139922059823816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1401.84,-18759.4C1414.25,-18749.7 1433.58,-18734.7 1448.24,-18723.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1450.5,-18725.9 1456.24,-18717 1446.2,-18720.4 1450.5,-18725.9\"/>\n",
       "</g>\n",
       "<!-- 139922059824152 -->\n",
       "<g id=\"node294\" class=\"node\"><title>139922059824152</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1446,-18850.5 1333,-18850.5 1333,-18829.5 1446,-18829.5 1446,-18850.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1389.5\" y=\"-18836.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059824152&#45;&gt;139922059823928 -->\n",
       "<g id=\"edge293\" class=\"edge\"><title>139922059824152&#45;&gt;139922059823928</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1389.5,-18829.3C1389.5,-18819.3 1389.5,-18803.4 1389.5,-18790.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1393,-18790.7 1389.5,-18780.7 1386,-18790.7 1393,-18790.7\"/>\n",
       "</g>\n",
       "<!-- 139922059824320 -->\n",
       "<g id=\"node295\" class=\"node\"><title>139922059824320</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1528,-18914 1407,-18914 1407,-18893 1528,-18893 1528,-18914\"/>\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-18900.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059824320&#45;&gt;139922059824152 -->\n",
       "<g id=\"edge294\" class=\"edge\"><title>139922059824320&#45;&gt;139922059824152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1455.31,-18892.9C1443.06,-18883.2 1423.97,-18868.2 1409.5,-18856.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1411.62,-18854 1401.6,-18850.5 1407.29,-18859.5 1411.62,-18854\"/>\n",
       "</g>\n",
       "<!-- 139922059824432 -->\n",
       "<g id=\"node296\" class=\"node\"><title>139922059824432</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1438,-18977.5 1331,-18977.5 1331,-18956.5 1438,-18956.5 1438,-18977.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1384.5\" y=\"-18963.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059824432&#45;&gt;139922059824320 -->\n",
       "<g id=\"edge295\" class=\"edge\"><title>139922059824432&#45;&gt;139922059824320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1397.47,-18956.4C1410.5,-18946.7 1430.82,-18931.7 1446.22,-18920.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1448.67,-18922.8 1454.62,-18914 1444.5,-18917.2 1448.67,-18922.8\"/>\n",
       "</g>\n",
       "<!-- 139922059823312 -->\n",
       "<g id=\"node297\" class=\"node\"><title>139922059823312</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1359,-19047.5 1246,-19047.5 1246,-19026.5 1359,-19026.5 1359,-19047.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1302.5\" y=\"-19033.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059823312&#45;&gt;139922059823144 -->\n",
       "<g id=\"edge747\" class=\"edge\"><title>139922059823312&#45;&gt;139922059823144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1302.5,-19026.4C1302.5,-19004.7 1302.5,-18950.2 1302.5,-18904.5 1302.5,-18904.5 1302.5,-18904.5 1302.5,-18572 1302.5,-18534.7 1321.87,-18494.7 1334.91,-18472.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1338.08,-18473.6 1340.2,-18463.2 1332.07,-18470 1338.08,-18473.6\"/>\n",
       "</g>\n",
       "<!-- 139922059823312&#45;&gt;139922059824432 -->\n",
       "<g id=\"edge296\" class=\"edge\"><title>139922059823312&#45;&gt;139922059824432</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1314.25,-19026.3C1327.48,-19015.3 1349.18,-18997.3 1364.97,-18984.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1367.57,-18986.6 1373.04,-18977.5 1363.11,-18981.2 1367.57,-18986.6\"/>\n",
       "</g>\n",
       "<!-- 139922059824768 -->\n",
       "<g id=\"node298\" class=\"node\"><title>139922059824768</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1348.5,-19111 1256.5,-19111 1256.5,-19090 1348.5,-19090 1348.5,-19111\"/>\n",
       "<text text-anchor=\"middle\" x=\"1302.5\" y=\"-19097.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059824768&#45;&gt;139922059823312 -->\n",
       "<g id=\"edge297\" class=\"edge\"><title>139922059824768&#45;&gt;139922059823312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1302.5,-19089.9C1302.5,-19081.4 1302.5,-19068.6 1302.5,-19057.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1306,-19057.7 1302.5,-19047.7 1299,-19057.7 1306,-19057.7\"/>\n",
       "</g>\n",
       "<!-- 139922059824880 -->\n",
       "<g id=\"node299\" class=\"node\"><title>139922059824880</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1484,-19168 1363,-19168 1363,-19147 1484,-19147 1484,-19168\"/>\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-19154.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059824880&#45;&gt;139922059824768 -->\n",
       "<g id=\"edge298\" class=\"edge\"><title>139922059824880&#45;&gt;139922059824768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1402.42,-19146.9C1383.2,-19138.2 1354.56,-19125.2 1332.86,-19115.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1334.29,-19112.1 1323.74,-19111.2 1331.4,-19118.5 1334.29,-19112.1\"/>\n",
       "</g>\n",
       "<!-- 139922059825048 -->\n",
       "<g id=\"node300\" class=\"node\"><title>139922059825048</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1399,-19231.5 1292,-19231.5 1292,-19210.5 1399,-19210.5 1399,-19231.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1345.5\" y=\"-19217.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059825048&#45;&gt;139922059824880 -->\n",
       "<g id=\"edge299\" class=\"edge\"><title>139922059825048&#45;&gt;139922059824880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1357.69,-19210.4C1369.94,-19200.7 1389.03,-19185.7 1403.5,-19174.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1405.71,-19177 1411.4,-19168 1401.38,-19171.5 1405.71,-19177\"/>\n",
       "</g>\n",
       "<!-- 139922059858104 -->\n",
       "<g id=\"node301\" class=\"node\"><title>139922059858104</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1402,-19301.5 1289,-19301.5 1289,-19280.5 1402,-19280.5 1402,-19301.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1345.5\" y=\"-19287.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059858104&#45;&gt;139922059825048 -->\n",
       "<g id=\"edge300\" class=\"edge\"><title>139922059858104&#45;&gt;139922059825048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1345.5,-19280.3C1345.5,-19270.3 1345.5,-19254.4 1345.5,-19241.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1349,-19241.7 1345.5,-19231.7 1342,-19241.7 1349,-19241.7\"/>\n",
       "</g>\n",
       "<!-- 139922059858272 -->\n",
       "<g id=\"node302\" class=\"node\"><title>139922059858272</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1484,-19365 1363,-19365 1363,-19344 1484,-19344 1484,-19365\"/>\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-19351.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059858272&#45;&gt;139922059858104 -->\n",
       "<g id=\"edge301\" class=\"edge\"><title>139922059858272&#45;&gt;139922059858104</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1411.31,-19343.9C1399.06,-19334.2 1379.97,-19319.2 1365.5,-19307.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1367.62,-19305 1357.6,-19301.5 1363.29,-19310.5 1367.62,-19305\"/>\n",
       "</g>\n",
       "<!-- 139922059858384 -->\n",
       "<g id=\"node303\" class=\"node\"><title>139922059858384</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1399,-19428.5 1292,-19428.5 1292,-19407.5 1399,-19407.5 1399,-19428.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1345.5\" y=\"-19414.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059858384&#45;&gt;139922059858272 -->\n",
       "<g id=\"edge302\" class=\"edge\"><title>139922059858384&#45;&gt;139922059858272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1357.69,-19407.4C1369.94,-19397.7 1389.03,-19382.7 1403.5,-19371.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1405.71,-19374 1411.4,-19365 1401.38,-19368.5 1405.71,-19374\"/>\n",
       "</g>\n",
       "<!-- 139922059858608 -->\n",
       "<g id=\"node304\" class=\"node\"><title>139922059858608</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1402,-19498.5 1289,-19498.5 1289,-19477.5 1402,-19477.5 1402,-19498.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1345.5\" y=\"-19484.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059858608&#45;&gt;139922059858384 -->\n",
       "<g id=\"edge303\" class=\"edge\"><title>139922059858608&#45;&gt;139922059858384</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1345.5,-19477.3C1345.5,-19467.3 1345.5,-19451.4 1345.5,-19438.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1349,-19438.7 1345.5,-19428.7 1342,-19438.7 1349,-19438.7\"/>\n",
       "</g>\n",
       "<!-- 139922059858776 -->\n",
       "<g id=\"node305\" class=\"node\"><title>139922059858776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1483,-19562 1362,-19562 1362,-19541 1483,-19541 1483,-19562\"/>\n",
       "<text text-anchor=\"middle\" x=\"1422.5\" y=\"-19548.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059858776&#45;&gt;139922059858608 -->\n",
       "<g id=\"edge304\" class=\"edge\"><title>139922059858776&#45;&gt;139922059858608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1410.47,-19540.9C1398.49,-19531.3 1379.88,-19516.5 1365.65,-19505.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1367.44,-19502 1357.45,-19498.5 1363.08,-19507.5 1367.44,-19502\"/>\n",
       "</g>\n",
       "<!-- 139922059858888 -->\n",
       "<g id=\"node306\" class=\"node\"><title>139922059858888</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1394,-19625.5 1287,-19625.5 1287,-19604.5 1394,-19604.5 1394,-19625.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1340.5\" y=\"-19611.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059858888&#45;&gt;139922059858776 -->\n",
       "<g id=\"edge305\" class=\"edge\"><title>139922059858888&#45;&gt;139922059858776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1353.31,-19604.4C1366.19,-19594.7 1386.26,-19579.7 1401.47,-19568.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1403.88,-19570.8 1409.78,-19562 1399.68,-19565.2 1403.88,-19570.8\"/>\n",
       "</g>\n",
       "<!-- 139922059824936 -->\n",
       "<g id=\"node307\" class=\"node\"><title>139922059824936</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1315,-19695.5 1202,-19695.5 1202,-19674.5 1315,-19674.5 1315,-19695.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1258.5\" y=\"-19681.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059824936&#45;&gt;139922059824768 -->\n",
       "<g id=\"edge737\" class=\"edge\"><title>139922059824936&#45;&gt;139922059824768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1258.5,-19674.4C1258.5,-19652.7 1258.5,-19598.2 1258.5,-19552.5 1258.5,-19552.5 1258.5,-19552.5 1258.5,-19220 1258.5,-19182.7 1277.87,-19142.7 1290.91,-19120.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1294.08,-19121.6 1296.2,-19111.2 1288.07,-19118 1294.08,-19121.6\"/>\n",
       "</g>\n",
       "<!-- 139922059824936&#45;&gt;139922059858888 -->\n",
       "<g id=\"edge306\" class=\"edge\"><title>139922059824936&#45;&gt;139922059858888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1270.25,-19674.3C1283.48,-19663.3 1305.18,-19645.3 1320.97,-19632.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1323.57,-19634.6 1329.04,-19625.5 1319.11,-19629.2 1323.57,-19634.6\"/>\n",
       "</g>\n",
       "<!-- 139922059859224 -->\n",
       "<g id=\"node308\" class=\"node\"><title>139922059859224</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1304.5,-19759 1212.5,-19759 1212.5,-19738 1304.5,-19738 1304.5,-19759\"/>\n",
       "<text text-anchor=\"middle\" x=\"1258.5\" y=\"-19745.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059859224&#45;&gt;139922059824936 -->\n",
       "<g id=\"edge307\" class=\"edge\"><title>139922059859224&#45;&gt;139922059824936</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1258.5,-19737.9C1258.5,-19729.4 1258.5,-19716.6 1258.5,-19705.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1262,-19705.7 1258.5,-19695.7 1255,-19705.7 1262,-19705.7\"/>\n",
       "</g>\n",
       "<!-- 139922059859336 -->\n",
       "<g id=\"node309\" class=\"node\"><title>139922059859336</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1440,-19816 1319,-19816 1319,-19795 1440,-19795 1440,-19816\"/>\n",
       "<text text-anchor=\"middle\" x=\"1379.5\" y=\"-19802.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059859336&#45;&gt;139922059859224 -->\n",
       "<g id=\"edge308\" class=\"edge\"><title>139922059859336&#45;&gt;139922059859224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1358.42,-19794.9C1339.2,-19786.2 1310.56,-19773.2 1288.86,-19763.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1290.29,-19760.1 1279.74,-19759.2 1287.4,-19766.5 1290.29,-19760.1\"/>\n",
       "</g>\n",
       "<!-- 139922059859504 -->\n",
       "<g id=\"node310\" class=\"node\"><title>139922059859504</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1355,-19879.5 1248,-19879.5 1248,-19858.5 1355,-19858.5 1355,-19879.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1301.5\" y=\"-19865.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059859504&#45;&gt;139922059859336 -->\n",
       "<g id=\"edge309\" class=\"edge\"><title>139922059859504&#45;&gt;139922059859336</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1313.69,-19858.4C1325.94,-19848.7 1345.03,-19833.7 1359.5,-19822.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1361.71,-19825 1367.4,-19816 1357.38,-19819.5 1361.71,-19825\"/>\n",
       "</g>\n",
       "<!-- 139922059859728 -->\n",
       "<g id=\"node311\" class=\"node\"><title>139922059859728</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1358,-19949.5 1245,-19949.5 1245,-19928.5 1358,-19928.5 1358,-19949.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1301.5\" y=\"-19935.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059859728&#45;&gt;139922059859504 -->\n",
       "<g id=\"edge310\" class=\"edge\"><title>139922059859728&#45;&gt;139922059859504</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1301.5,-19928.3C1301.5,-19918.3 1301.5,-19902.4 1301.5,-19889.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1305,-19889.7 1301.5,-19879.7 1298,-19889.7 1305,-19889.7\"/>\n",
       "</g>\n",
       "<!-- 139922059859896 -->\n",
       "<g id=\"node312\" class=\"node\"><title>139922059859896</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1440,-20013 1319,-20013 1319,-19992 1440,-19992 1440,-20013\"/>\n",
       "<text text-anchor=\"middle\" x=\"1379.5\" y=\"-19999.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059859896&#45;&gt;139922059859728 -->\n",
       "<g id=\"edge311\" class=\"edge\"><title>139922059859896&#45;&gt;139922059859728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1367.31,-19991.9C1355.06,-19982.2 1335.97,-19967.2 1321.5,-19955.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1323.62,-19953 1313.6,-19949.5 1319.29,-19958.5 1323.62,-19953\"/>\n",
       "</g>\n",
       "<!-- 139922059860008 -->\n",
       "<g id=\"node313\" class=\"node\"><title>139922059860008</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1355,-20076.5 1248,-20076.5 1248,-20055.5 1355,-20055.5 1355,-20076.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1301.5\" y=\"-20062.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059860008&#45;&gt;139922059859896 -->\n",
       "<g id=\"edge312\" class=\"edge\"><title>139922059860008&#45;&gt;139922059859896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1313.69,-20055.4C1325.94,-20045.7 1345.03,-20030.7 1359.5,-20019.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1361.71,-20022 1367.4,-20013 1357.38,-20016.5 1361.71,-20022\"/>\n",
       "</g>\n",
       "<!-- 139922059860232 -->\n",
       "<g id=\"node314\" class=\"node\"><title>139922059860232</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1358,-20146.5 1245,-20146.5 1245,-20125.5 1358,-20125.5 1358,-20146.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1301.5\" y=\"-20132.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059860232&#45;&gt;139922059860008 -->\n",
       "<g id=\"edge313\" class=\"edge\"><title>139922059860232&#45;&gt;139922059860008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1301.5,-20125.3C1301.5,-20115.3 1301.5,-20099.4 1301.5,-20086.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1305,-20086.7 1301.5,-20076.7 1298,-20086.7 1305,-20086.7\"/>\n",
       "</g>\n",
       "<!-- 139922059860400 -->\n",
       "<g id=\"node315\" class=\"node\"><title>139922059860400</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1439,-20210 1318,-20210 1318,-20189 1439,-20189 1439,-20210\"/>\n",
       "<text text-anchor=\"middle\" x=\"1378.5\" y=\"-20196.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059860400&#45;&gt;139922059860232 -->\n",
       "<g id=\"edge314\" class=\"edge\"><title>139922059860400&#45;&gt;139922059860232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1366.47,-20188.9C1354.49,-20179.3 1335.88,-20164.5 1321.65,-20153.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1323.44,-20150 1313.45,-20146.5 1319.08,-20155.5 1323.44,-20150\"/>\n",
       "</g>\n",
       "<!-- 139922059860512 -->\n",
       "<g id=\"node316\" class=\"node\"><title>139922059860512</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1350,-20273.5 1243,-20273.5 1243,-20252.5 1350,-20252.5 1350,-20273.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1296.5\" y=\"-20259.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059860512&#45;&gt;139922059860400 -->\n",
       "<g id=\"edge315\" class=\"edge\"><title>139922059860512&#45;&gt;139922059860400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1309.31,-20252.4C1322.19,-20242.7 1342.26,-20227.7 1357.47,-20216.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1359.88,-20218.8 1365.78,-20210 1355.68,-20213.2 1359.88,-20218.8\"/>\n",
       "</g>\n",
       "<!-- 139922059859392 -->\n",
       "<g id=\"node317\" class=\"node\"><title>139922059859392</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1271,-20343.5 1158,-20343.5 1158,-20322.5 1271,-20322.5 1271,-20343.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1214.5\" y=\"-20329.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059859392&#45;&gt;139922059859224 -->\n",
       "<g id=\"edge727\" class=\"edge\"><title>139922059859392&#45;&gt;139922059859224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1214.5,-20322.4C1214.5,-20300.7 1214.5,-20246.2 1214.5,-20200.5 1214.5,-20200.5 1214.5,-20200.5 1214.5,-19868 1214.5,-19830.7 1233.87,-19790.7 1246.91,-19768.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1250.08,-19769.6 1252.2,-19759.2 1244.07,-19766 1250.08,-19769.6\"/>\n",
       "</g>\n",
       "<!-- 139922059859392&#45;&gt;139922059860512 -->\n",
       "<g id=\"edge316\" class=\"edge\"><title>139922059859392&#45;&gt;139922059860512</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1226.25,-20322.3C1239.48,-20311.3 1261.18,-20293.3 1276.97,-20280.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1279.57,-20282.6 1285.04,-20273.5 1275.11,-20277.2 1279.57,-20282.6\"/>\n",
       "</g>\n",
       "<!-- 139922059860848 -->\n",
       "<g id=\"node318\" class=\"node\"><title>139922059860848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1260.5,-20407 1168.5,-20407 1168.5,-20386 1260.5,-20386 1260.5,-20407\"/>\n",
       "<text text-anchor=\"middle\" x=\"1214.5\" y=\"-20393.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059860848&#45;&gt;139922059859392 -->\n",
       "<g id=\"edge317\" class=\"edge\"><title>139922059860848&#45;&gt;139922059859392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1214.5,-20385.9C1214.5,-20377.4 1214.5,-20364.6 1214.5,-20353.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1218,-20353.7 1214.5,-20343.7 1211,-20353.7 1218,-20353.7\"/>\n",
       "</g>\n",
       "<!-- 139922059860960 -->\n",
       "<g id=\"node319\" class=\"node\"><title>139922059860960</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1396,-20464 1275,-20464 1275,-20443 1396,-20443 1396,-20464\"/>\n",
       "<text text-anchor=\"middle\" x=\"1335.5\" y=\"-20450.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059860960&#45;&gt;139922059860848 -->\n",
       "<g id=\"edge318\" class=\"edge\"><title>139922059860960&#45;&gt;139922059860848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1314.42,-20442.9C1295.2,-20434.2 1266.56,-20421.2 1244.86,-20411.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1246.29,-20408.1 1235.74,-20407.2 1243.4,-20414.5 1246.29,-20408.1\"/>\n",
       "</g>\n",
       "<!-- 139922059861128 -->\n",
       "<g id=\"node320\" class=\"node\"><title>139922059861128</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1311,-20527.5 1204,-20527.5 1204,-20506.5 1311,-20506.5 1311,-20527.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1257.5\" y=\"-20513.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059861128&#45;&gt;139922059860960 -->\n",
       "<g id=\"edge319\" class=\"edge\"><title>139922059861128&#45;&gt;139922059860960</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1269.69,-20506.4C1281.94,-20496.7 1301.03,-20481.7 1315.5,-20470.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1317.71,-20473 1323.4,-20464 1313.38,-20467.5 1317.71,-20473\"/>\n",
       "</g>\n",
       "<!-- 139922059861352 -->\n",
       "<g id=\"node321\" class=\"node\"><title>139922059861352</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1314,-20597.5 1201,-20597.5 1201,-20576.5 1314,-20576.5 1314,-20597.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1257.5\" y=\"-20583.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059861352&#45;&gt;139922059861128 -->\n",
       "<g id=\"edge320\" class=\"edge\"><title>139922059861352&#45;&gt;139922059861128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1257.5,-20576.3C1257.5,-20566.3 1257.5,-20550.4 1257.5,-20537.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1261,-20537.7 1257.5,-20527.7 1254,-20537.7 1261,-20537.7\"/>\n",
       "</g>\n",
       "<!-- 139922059861520 -->\n",
       "<g id=\"node322\" class=\"node\"><title>139922059861520</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1396,-20661 1275,-20661 1275,-20640 1396,-20640 1396,-20661\"/>\n",
       "<text text-anchor=\"middle\" x=\"1335.5\" y=\"-20647.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059861520&#45;&gt;139922059861352 -->\n",
       "<g id=\"edge321\" class=\"edge\"><title>139922059861520&#45;&gt;139922059861352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1323.31,-20639.9C1311.06,-20630.2 1291.97,-20615.2 1277.5,-20603.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1279.62,-20601 1269.6,-20597.5 1275.29,-20606.5 1279.62,-20601\"/>\n",
       "</g>\n",
       "<!-- 139922059861632 -->\n",
       "<g id=\"node323\" class=\"node\"><title>139922059861632</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1311,-20724.5 1204,-20724.5 1204,-20703.5 1311,-20703.5 1311,-20724.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1257.5\" y=\"-20710.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059861632&#45;&gt;139922059861520 -->\n",
       "<g id=\"edge322\" class=\"edge\"><title>139922059861632&#45;&gt;139922059861520</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1269.69,-20703.4C1281.94,-20693.7 1301.03,-20678.7 1315.5,-20667.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1317.71,-20670 1323.4,-20661 1313.38,-20664.5 1317.71,-20670\"/>\n",
       "</g>\n",
       "<!-- 139922059861856 -->\n",
       "<g id=\"node324\" class=\"node\"><title>139922059861856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1314,-20794.5 1201,-20794.5 1201,-20773.5 1314,-20773.5 1314,-20794.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1257.5\" y=\"-20780.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059861856&#45;&gt;139922059861632 -->\n",
       "<g id=\"edge323\" class=\"edge\"><title>139922059861856&#45;&gt;139922059861632</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1257.5,-20773.3C1257.5,-20763.3 1257.5,-20747.4 1257.5,-20734.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1261,-20734.7 1257.5,-20724.7 1254,-20734.7 1261,-20734.7\"/>\n",
       "</g>\n",
       "<!-- 139922059849800 -->\n",
       "<g id=\"node325\" class=\"node\"><title>139922059849800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1395,-20858 1274,-20858 1274,-20837 1395,-20837 1395,-20858\"/>\n",
       "<text text-anchor=\"middle\" x=\"1334.5\" y=\"-20844.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059849800&#45;&gt;139922059861856 -->\n",
       "<g id=\"edge324\" class=\"edge\"><title>139922059849800&#45;&gt;139922059861856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1322.47,-20836.9C1310.49,-20827.3 1291.88,-20812.5 1277.65,-20801.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1279.44,-20798 1269.45,-20794.5 1275.08,-20803.5 1279.44,-20798\"/>\n",
       "</g>\n",
       "<!-- 139922059849912 -->\n",
       "<g id=\"node326\" class=\"node\"><title>139922059849912</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1306,-20921.5 1199,-20921.5 1199,-20900.5 1306,-20900.5 1306,-20921.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1252.5\" y=\"-20907.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059849912&#45;&gt;139922059849800 -->\n",
       "<g id=\"edge325\" class=\"edge\"><title>139922059849912&#45;&gt;139922059849800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1265.31,-20900.4C1278.19,-20890.7 1298.26,-20875.7 1313.47,-20864.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1315.88,-20866.8 1321.78,-20858 1311.68,-20861.2 1315.88,-20866.8\"/>\n",
       "</g>\n",
       "<!-- 139922059861016 -->\n",
       "<g id=\"node327\" class=\"node\"><title>139922059861016</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1227,-20991.5 1114,-20991.5 1114,-20970.5 1227,-20970.5 1227,-20991.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1170.5\" y=\"-20977.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059861016&#45;&gt;139922059860848 -->\n",
       "<g id=\"edge717\" class=\"edge\"><title>139922059861016&#45;&gt;139922059860848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1170.5,-20970.4C1170.5,-20948.7 1170.5,-20894.2 1170.5,-20848.5 1170.5,-20848.5 1170.5,-20848.5 1170.5,-20516 1170.5,-20478.7 1189.87,-20438.7 1202.91,-20416.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1206.08,-20417.6 1208.2,-20407.2 1200.07,-20414 1206.08,-20417.6\"/>\n",
       "</g>\n",
       "<!-- 139922059861016&#45;&gt;139922059849912 -->\n",
       "<g id=\"edge326\" class=\"edge\"><title>139922059861016&#45;&gt;139922059849912</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1182.25,-20970.3C1195.48,-20959.3 1217.18,-20941.3 1232.97,-20928.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1235.57,-20930.6 1241.04,-20921.5 1231.11,-20925.2 1235.57,-20930.6\"/>\n",
       "</g>\n",
       "<!-- 139922059850248 -->\n",
       "<g id=\"node328\" class=\"node\"><title>139922059850248</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1216.5,-21055 1124.5,-21055 1124.5,-21034 1216.5,-21034 1216.5,-21055\"/>\n",
       "<text text-anchor=\"middle\" x=\"1170.5\" y=\"-21041.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059850248&#45;&gt;139922059861016 -->\n",
       "<g id=\"edge327\" class=\"edge\"><title>139922059850248&#45;&gt;139922059861016</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1170.5,-21033.9C1170.5,-21025.4 1170.5,-21012.6 1170.5,-21001.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1174,-21001.7 1170.5,-20991.7 1167,-21001.7 1174,-21001.7\"/>\n",
       "</g>\n",
       "<!-- 139922059850360 -->\n",
       "<g id=\"node329\" class=\"node\"><title>139922059850360</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1352,-21112 1231,-21112 1231,-21091 1352,-21091 1352,-21112\"/>\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-21098.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059850360&#45;&gt;139922059850248 -->\n",
       "<g id=\"edge328\" class=\"edge\"><title>139922059850360&#45;&gt;139922059850248</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1270.42,-21090.9C1251.2,-21082.2 1222.56,-21069.2 1200.86,-21059.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1202.29,-21056.1 1191.74,-21055.2 1199.4,-21062.5 1202.29,-21056.1\"/>\n",
       "</g>\n",
       "<!-- 139922059850528 -->\n",
       "<g id=\"node330\" class=\"node\"><title>139922059850528</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1267,-21175.5 1160,-21175.5 1160,-21154.5 1267,-21154.5 1267,-21175.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-21161.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059850528&#45;&gt;139922059850360 -->\n",
       "<g id=\"edge329\" class=\"edge\"><title>139922059850528&#45;&gt;139922059850360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1225.69,-21154.4C1237.94,-21144.7 1257.03,-21129.7 1271.5,-21118.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1273.71,-21121 1279.4,-21112 1269.38,-21115.5 1273.71,-21121\"/>\n",
       "</g>\n",
       "<!-- 139922059850752 -->\n",
       "<g id=\"node331\" class=\"node\"><title>139922059850752</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1270,-21245.5 1157,-21245.5 1157,-21224.5 1270,-21224.5 1270,-21245.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-21231.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059850752&#45;&gt;139922059850528 -->\n",
       "<g id=\"edge330\" class=\"edge\"><title>139922059850752&#45;&gt;139922059850528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1213.5,-21224.3C1213.5,-21214.3 1213.5,-21198.4 1213.5,-21185.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1217,-21185.7 1213.5,-21175.7 1210,-21185.7 1217,-21185.7\"/>\n",
       "</g>\n",
       "<!-- 139922059850920 -->\n",
       "<g id=\"node332\" class=\"node\"><title>139922059850920</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1352,-21309 1231,-21309 1231,-21288 1352,-21288 1352,-21309\"/>\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-21295.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059850920&#45;&gt;139922059850752 -->\n",
       "<g id=\"edge331\" class=\"edge\"><title>139922059850920&#45;&gt;139922059850752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1279.31,-21287.9C1267.06,-21278.2 1247.97,-21263.2 1233.5,-21251.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1235.62,-21249 1225.6,-21245.5 1231.29,-21254.5 1235.62,-21249\"/>\n",
       "</g>\n",
       "<!-- 139922059851032 -->\n",
       "<g id=\"node333\" class=\"node\"><title>139922059851032</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1267,-21372.5 1160,-21372.5 1160,-21351.5 1267,-21351.5 1267,-21372.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-21358.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059851032&#45;&gt;139922059850920 -->\n",
       "<g id=\"edge332\" class=\"edge\"><title>139922059851032&#45;&gt;139922059850920</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1225.69,-21351.4C1237.94,-21341.7 1257.03,-21326.7 1271.5,-21315.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1273.71,-21318 1279.4,-21309 1269.38,-21312.5 1273.71,-21318\"/>\n",
       "</g>\n",
       "<!-- 139922059851256 -->\n",
       "<g id=\"node334\" class=\"node\"><title>139922059851256</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1270,-21442.5 1157,-21442.5 1157,-21421.5 1270,-21421.5 1270,-21442.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1213.5\" y=\"-21428.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059851256&#45;&gt;139922059851032 -->\n",
       "<g id=\"edge333\" class=\"edge\"><title>139922059851256&#45;&gt;139922059851032</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1213.5,-21421.3C1213.5,-21411.3 1213.5,-21395.4 1213.5,-21382.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1217,-21382.7 1213.5,-21372.7 1210,-21382.7 1217,-21382.7\"/>\n",
       "</g>\n",
       "<!-- 139922059851424 -->\n",
       "<g id=\"node335\" class=\"node\"><title>139922059851424</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1351,-21506 1230,-21506 1230,-21485 1351,-21485 1351,-21506\"/>\n",
       "<text text-anchor=\"middle\" x=\"1290.5\" y=\"-21492.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059851424&#45;&gt;139922059851256 -->\n",
       "<g id=\"edge334\" class=\"edge\"><title>139922059851424&#45;&gt;139922059851256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1278.47,-21484.9C1266.49,-21475.3 1247.88,-21460.5 1233.65,-21449.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1235.44,-21446 1225.45,-21442.5 1231.08,-21451.5 1235.44,-21446\"/>\n",
       "</g>\n",
       "<!-- 139922059851536 -->\n",
       "<g id=\"node336\" class=\"node\"><title>139922059851536</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1262,-21569.5 1155,-21569.5 1155,-21548.5 1262,-21548.5 1262,-21569.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1208.5\" y=\"-21555.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059851536&#45;&gt;139922059851424 -->\n",
       "<g id=\"edge335\" class=\"edge\"><title>139922059851536&#45;&gt;139922059851424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1221.31,-21548.4C1234.19,-21538.7 1254.26,-21523.7 1269.47,-21512.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1271.88,-21514.8 1277.78,-21506 1267.68,-21509.2 1271.88,-21514.8\"/>\n",
       "</g>\n",
       "<!-- 139922059850416 -->\n",
       "<g id=\"node337\" class=\"node\"><title>139922059850416</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1183,-21639.5 1070,-21639.5 1070,-21618.5 1183,-21618.5 1183,-21639.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1126.5\" y=\"-21625.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059850416&#45;&gt;139922059850248 -->\n",
       "<g id=\"edge707\" class=\"edge\"><title>139922059850416&#45;&gt;139922059850248</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1126.5,-21618.4C1126.5,-21596.7 1126.5,-21542.2 1126.5,-21496.5 1126.5,-21496.5 1126.5,-21496.5 1126.5,-21164 1126.5,-21126.7 1145.87,-21086.7 1158.91,-21064.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1162.08,-21065.6 1164.2,-21055.2 1156.07,-21062 1162.08,-21065.6\"/>\n",
       "</g>\n",
       "<!-- 139922059850416&#45;&gt;139922059851536 -->\n",
       "<g id=\"edge336\" class=\"edge\"><title>139922059850416&#45;&gt;139922059851536</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1138.25,-21618.3C1151.48,-21607.3 1173.18,-21589.3 1188.97,-21576.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1191.57,-21578.6 1197.04,-21569.5 1187.11,-21573.2 1191.57,-21578.6\"/>\n",
       "</g>\n",
       "<!-- 139922059851872 -->\n",
       "<g id=\"node338\" class=\"node\"><title>139922059851872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1172.5,-21703 1080.5,-21703 1080.5,-21682 1172.5,-21682 1172.5,-21703\"/>\n",
       "<text text-anchor=\"middle\" x=\"1126.5\" y=\"-21689.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059851872&#45;&gt;139922059850416 -->\n",
       "<g id=\"edge337\" class=\"edge\"><title>139922059851872&#45;&gt;139922059850416</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1126.5,-21681.9C1126.5,-21673.4 1126.5,-21660.6 1126.5,-21649.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1130,-21649.7 1126.5,-21639.7 1123,-21649.7 1130,-21649.7\"/>\n",
       "</g>\n",
       "<!-- 139922059851984 -->\n",
       "<g id=\"node339\" class=\"node\"><title>139922059851984</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1308,-21760 1187,-21760 1187,-21739 1308,-21739 1308,-21760\"/>\n",
       "<text text-anchor=\"middle\" x=\"1247.5\" y=\"-21746.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059851984&#45;&gt;139922059851872 -->\n",
       "<g id=\"edge338\" class=\"edge\"><title>139922059851984&#45;&gt;139922059851872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1226.42,-21738.9C1207.2,-21730.2 1178.56,-21717.2 1156.86,-21707.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1158.29,-21704.1 1147.74,-21703.2 1155.4,-21710.5 1158.29,-21704.1\"/>\n",
       "</g>\n",
       "<!-- 139922059852152 -->\n",
       "<g id=\"node340\" class=\"node\"><title>139922059852152</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1223,-21823.5 1116,-21823.5 1116,-21802.5 1223,-21802.5 1223,-21823.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1169.5\" y=\"-21809.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059852152&#45;&gt;139922059851984 -->\n",
       "<g id=\"edge339\" class=\"edge\"><title>139922059852152&#45;&gt;139922059851984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1181.69,-21802.4C1193.94,-21792.7 1213.03,-21777.7 1227.5,-21766.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1229.71,-21769 1235.4,-21760 1225.38,-21763.5 1229.71,-21769\"/>\n",
       "</g>\n",
       "<!-- 139922059852376 -->\n",
       "<g id=\"node341\" class=\"node\"><title>139922059852376</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1226,-21893.5 1113,-21893.5 1113,-21872.5 1226,-21872.5 1226,-21893.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1169.5\" y=\"-21879.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059852376&#45;&gt;139922059852152 -->\n",
       "<g id=\"edge340\" class=\"edge\"><title>139922059852376&#45;&gt;139922059852152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1169.5,-21872.3C1169.5,-21862.3 1169.5,-21846.4 1169.5,-21833.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1173,-21833.7 1169.5,-21823.7 1166,-21833.7 1173,-21833.7\"/>\n",
       "</g>\n",
       "<!-- 139922059852544 -->\n",
       "<g id=\"node342\" class=\"node\"><title>139922059852544</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1308,-21957 1187,-21957 1187,-21936 1308,-21936 1308,-21957\"/>\n",
       "<text text-anchor=\"middle\" x=\"1247.5\" y=\"-21943.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059852544&#45;&gt;139922059852376 -->\n",
       "<g id=\"edge341\" class=\"edge\"><title>139922059852544&#45;&gt;139922059852376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1235.31,-21935.9C1223.06,-21926.2 1203.97,-21911.2 1189.5,-21899.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1191.62,-21897 1181.6,-21893.5 1187.29,-21902.5 1191.62,-21897\"/>\n",
       "</g>\n",
       "<!-- 139922059852656 -->\n",
       "<g id=\"node343\" class=\"node\"><title>139922059852656</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1223,-22020.5 1116,-22020.5 1116,-21999.5 1223,-21999.5 1223,-22020.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1169.5\" y=\"-22006.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059852656&#45;&gt;139922059852544 -->\n",
       "<g id=\"edge342\" class=\"edge\"><title>139922059852656&#45;&gt;139922059852544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1181.69,-21999.4C1193.94,-21989.7 1213.03,-21974.7 1227.5,-21963.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1229.71,-21966 1235.4,-21957 1225.38,-21960.5 1229.71,-21966\"/>\n",
       "</g>\n",
       "<!-- 139922059852880 -->\n",
       "<g id=\"node344\" class=\"node\"><title>139922059852880</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1226,-22090.5 1113,-22090.5 1113,-22069.5 1226,-22069.5 1226,-22090.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1169.5\" y=\"-22076.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059852880&#45;&gt;139922059852656 -->\n",
       "<g id=\"edge343\" class=\"edge\"><title>139922059852880&#45;&gt;139922059852656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1169.5,-22069.3C1169.5,-22059.3 1169.5,-22043.4 1169.5,-22030.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1173,-22030.7 1169.5,-22020.7 1166,-22030.7 1173,-22030.7\"/>\n",
       "</g>\n",
       "<!-- 139922059853048 -->\n",
       "<g id=\"node345\" class=\"node\"><title>139922059853048</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1307,-22154 1186,-22154 1186,-22133 1307,-22133 1307,-22154\"/>\n",
       "<text text-anchor=\"middle\" x=\"1246.5\" y=\"-22140.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059853048&#45;&gt;139922059852880 -->\n",
       "<g id=\"edge344\" class=\"edge\"><title>139922059853048&#45;&gt;139922059852880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1234.47,-22132.9C1222.49,-22123.3 1203.88,-22108.5 1189.65,-22097.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1191.44,-22094 1181.45,-22090.5 1187.08,-22099.5 1191.44,-22094\"/>\n",
       "</g>\n",
       "<!-- 139922059853160 -->\n",
       "<g id=\"node346\" class=\"node\"><title>139922059853160</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1218,-22217.5 1111,-22217.5 1111,-22196.5 1218,-22196.5 1218,-22217.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1164.5\" y=\"-22203.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059853160&#45;&gt;139922059853048 -->\n",
       "<g id=\"edge345\" class=\"edge\"><title>139922059853160&#45;&gt;139922059853048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1177.31,-22196.4C1190.19,-22186.7 1210.26,-22171.7 1225.47,-22160.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1227.88,-22162.8 1233.78,-22154 1223.68,-22157.2 1227.88,-22162.8\"/>\n",
       "</g>\n",
       "<!-- 139922059852040 -->\n",
       "<g id=\"node347\" class=\"node\"><title>139922059852040</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1139,-22287.5 1026,-22287.5 1026,-22266.5 1139,-22266.5 1139,-22287.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1082.5\" y=\"-22273.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059852040&#45;&gt;139922059851872 -->\n",
       "<g id=\"edge697\" class=\"edge\"><title>139922059852040&#45;&gt;139922059851872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1082.5,-22266.4C1082.5,-22244.7 1082.5,-22190.2 1082.5,-22144.5 1082.5,-22144.5 1082.5,-22144.5 1082.5,-21812 1082.5,-21774.7 1101.87,-21734.7 1114.91,-21712.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1118.08,-21713.6 1120.2,-21703.2 1112.07,-21710 1118.08,-21713.6\"/>\n",
       "</g>\n",
       "<!-- 139922059852040&#45;&gt;139922059853160 -->\n",
       "<g id=\"edge346\" class=\"edge\"><title>139922059852040&#45;&gt;139922059853160</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1094.25,-22266.3C1107.48,-22255.3 1129.18,-22237.3 1144.97,-22224.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1147.57,-22226.6 1153.04,-22217.5 1143.11,-22221.2 1147.57,-22226.6\"/>\n",
       "</g>\n",
       "<!-- 139922059853496 -->\n",
       "<g id=\"node348\" class=\"node\"><title>139922059853496</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1128.5,-22351 1036.5,-22351 1036.5,-22330 1128.5,-22330 1128.5,-22351\"/>\n",
       "<text text-anchor=\"middle\" x=\"1082.5\" y=\"-22337.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922059853496&#45;&gt;139922059852040 -->\n",
       "<g id=\"edge347\" class=\"edge\"><title>139922059853496&#45;&gt;139922059852040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1082.5,-22329.9C1082.5,-22321.4 1082.5,-22308.6 1082.5,-22297.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1086,-22297.7 1082.5,-22287.7 1079,-22297.7 1086,-22297.7\"/>\n",
       "</g>\n",
       "<!-- 139922059853608 -->\n",
       "<g id=\"node349\" class=\"node\"><title>139922059853608</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1264,-22408 1143,-22408 1143,-22387 1264,-22387 1264,-22408\"/>\n",
       "<text text-anchor=\"middle\" x=\"1203.5\" y=\"-22394.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059853608&#45;&gt;139922059853496 -->\n",
       "<g id=\"edge348\" class=\"edge\"><title>139922059853608&#45;&gt;139922059853496</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1182.42,-22386.9C1163.2,-22378.2 1134.56,-22365.2 1112.86,-22355.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1114.29,-22352.1 1103.74,-22351.2 1111.4,-22358.5 1114.29,-22352.1\"/>\n",
       "</g>\n",
       "<!-- 139922059853776 -->\n",
       "<g id=\"node350\" class=\"node\"><title>139922059853776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1179,-22471.5 1072,-22471.5 1072,-22450.5 1179,-22450.5 1179,-22471.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-22457.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059853776&#45;&gt;139922059853608 -->\n",
       "<g id=\"edge349\" class=\"edge\"><title>139922059853776&#45;&gt;139922059853608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1137.69,-22450.4C1149.94,-22440.7 1169.03,-22425.7 1183.5,-22414.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1185.71,-22417 1191.4,-22408 1181.38,-22411.5 1185.71,-22417\"/>\n",
       "</g>\n",
       "<!-- 139922058399984 -->\n",
       "<g id=\"node351\" class=\"node\"><title>139922058399984</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1182,-22541.5 1069,-22541.5 1069,-22520.5 1182,-22520.5 1182,-22541.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-22527.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058399984&#45;&gt;139922059853776 -->\n",
       "<g id=\"edge350\" class=\"edge\"><title>139922058399984&#45;&gt;139922059853776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1125.5,-22520.3C1125.5,-22510.3 1125.5,-22494.4 1125.5,-22481.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1129,-22481.7 1125.5,-22471.7 1122,-22481.7 1129,-22481.7\"/>\n",
       "</g>\n",
       "<!-- 139922058400152 -->\n",
       "<g id=\"node352\" class=\"node\"><title>139922058400152</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1264,-22605 1143,-22605 1143,-22584 1264,-22584 1264,-22605\"/>\n",
       "<text text-anchor=\"middle\" x=\"1203.5\" y=\"-22591.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058400152&#45;&gt;139922058399984 -->\n",
       "<g id=\"edge351\" class=\"edge\"><title>139922058400152&#45;&gt;139922058399984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1191.31,-22583.9C1179.06,-22574.2 1159.97,-22559.2 1145.5,-22547.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1147.62,-22545 1137.6,-22541.5 1143.29,-22550.5 1147.62,-22545\"/>\n",
       "</g>\n",
       "<!-- 139922058400264 -->\n",
       "<g id=\"node353\" class=\"node\"><title>139922058400264</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1179,-22668.5 1072,-22668.5 1072,-22647.5 1179,-22647.5 1179,-22668.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-22654.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058400264&#45;&gt;139922058400152 -->\n",
       "<g id=\"edge352\" class=\"edge\"><title>139922058400264&#45;&gt;139922058400152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1137.69,-22647.4C1149.94,-22637.7 1169.03,-22622.7 1183.5,-22611.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1185.71,-22614 1191.4,-22605 1181.38,-22608.5 1185.71,-22614\"/>\n",
       "</g>\n",
       "<!-- 139922058400488 -->\n",
       "<g id=\"node354\" class=\"node\"><title>139922058400488</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1182,-22738.5 1069,-22738.5 1069,-22717.5 1182,-22717.5 1182,-22738.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-22724.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058400488&#45;&gt;139922058400264 -->\n",
       "<g id=\"edge353\" class=\"edge\"><title>139922058400488&#45;&gt;139922058400264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1125.5,-22717.3C1125.5,-22707.3 1125.5,-22691.4 1125.5,-22678.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1129,-22678.7 1125.5,-22668.7 1122,-22678.7 1129,-22678.7\"/>\n",
       "</g>\n",
       "<!-- 139922058400656 -->\n",
       "<g id=\"node355\" class=\"node\"><title>139922058400656</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1263,-22802 1142,-22802 1142,-22781 1263,-22781 1263,-22802\"/>\n",
       "<text text-anchor=\"middle\" x=\"1202.5\" y=\"-22788.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058400656&#45;&gt;139922058400488 -->\n",
       "<g id=\"edge354\" class=\"edge\"><title>139922058400656&#45;&gt;139922058400488</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1190.47,-22780.9C1178.49,-22771.3 1159.88,-22756.5 1145.65,-22745.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1147.44,-22742 1137.45,-22738.5 1143.08,-22747.5 1147.44,-22742\"/>\n",
       "</g>\n",
       "<!-- 139922058400768 -->\n",
       "<g id=\"node356\" class=\"node\"><title>139922058400768</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1174,-22865.5 1067,-22865.5 1067,-22844.5 1174,-22844.5 1174,-22865.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1120.5\" y=\"-22851.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058400768&#45;&gt;139922058400656 -->\n",
       "<g id=\"edge355\" class=\"edge\"><title>139922058400768&#45;&gt;139922058400656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1133.31,-22844.4C1146.19,-22834.7 1166.26,-22819.7 1181.47,-22808.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1183.88,-22810.8 1189.78,-22802 1179.68,-22805.2 1183.88,-22810.8\"/>\n",
       "</g>\n",
       "<!-- 139922059853664 -->\n",
       "<g id=\"node357\" class=\"node\"><title>139922059853664</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1095,-22935.5 982,-22935.5 982,-22914.5 1095,-22914.5 1095,-22935.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1038.5\" y=\"-22921.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922059853664&#45;&gt;139922059853496 -->\n",
       "<g id=\"edge687\" class=\"edge\"><title>139922059853664&#45;&gt;139922059853496</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1038.5,-22914.4C1038.5,-22892.7 1038.5,-22838.2 1038.5,-22792.5 1038.5,-22792.5 1038.5,-22792.5 1038.5,-22460 1038.5,-22422.7 1057.87,-22382.7 1070.91,-22360.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1074.08,-22361.6 1076.2,-22351.2 1068.07,-22358 1074.08,-22361.6\"/>\n",
       "</g>\n",
       "<!-- 139922059853664&#45;&gt;139922058400768 -->\n",
       "<g id=\"edge356\" class=\"edge\"><title>139922059853664&#45;&gt;139922058400768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1050.25,-22914.3C1063.48,-22903.3 1085.18,-22885.3 1100.97,-22872.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1103.57,-22874.6 1109.04,-22865.5 1099.11,-22869.2 1103.57,-22874.6\"/>\n",
       "</g>\n",
       "<!-- 139922058401104 -->\n",
       "<g id=\"node358\" class=\"node\"><title>139922058401104</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1084.5,-22999 992.5,-22999 992.5,-22978 1084.5,-22978 1084.5,-22999\"/>\n",
       "<text text-anchor=\"middle\" x=\"1038.5\" y=\"-22985.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058401104&#45;&gt;139922059853664 -->\n",
       "<g id=\"edge357\" class=\"edge\"><title>139922058401104&#45;&gt;139922059853664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1038.5,-22977.9C1038.5,-22969.4 1038.5,-22956.6 1038.5,-22945.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1042,-22945.7 1038.5,-22935.7 1035,-22945.7 1042,-22945.7\"/>\n",
       "</g>\n",
       "<!-- 139922058401216 -->\n",
       "<g id=\"node359\" class=\"node\"><title>139922058401216</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1220,-23056 1099,-23056 1099,-23035 1220,-23035 1220,-23056\"/>\n",
       "<text text-anchor=\"middle\" x=\"1159.5\" y=\"-23042.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058401216&#45;&gt;139922058401104 -->\n",
       "<g id=\"edge358\" class=\"edge\"><title>139922058401216&#45;&gt;139922058401104</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1138.42,-23034.9C1119.2,-23026.2 1090.56,-23013.2 1068.86,-23003.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1070.29,-23000.1 1059.74,-22999.2 1067.4,-23006.5 1070.29,-23000.1\"/>\n",
       "</g>\n",
       "<!-- 139922058401384 -->\n",
       "<g id=\"node360\" class=\"node\"><title>139922058401384</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1135,-23119.5 1028,-23119.5 1028,-23098.5 1135,-23098.5 1135,-23119.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1081.5\" y=\"-23105.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058401384&#45;&gt;139922058401216 -->\n",
       "<g id=\"edge359\" class=\"edge\"><title>139922058401384&#45;&gt;139922058401216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1093.69,-23098.4C1105.94,-23088.7 1125.03,-23073.7 1139.5,-23062.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1141.71,-23065 1147.4,-23056 1137.38,-23059.5 1141.71,-23065\"/>\n",
       "</g>\n",
       "<!-- 139922058401608 -->\n",
       "<g id=\"node361\" class=\"node\"><title>139922058401608</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1138,-23189.5 1025,-23189.5 1025,-23168.5 1138,-23168.5 1138,-23189.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1081.5\" y=\"-23175.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058401608&#45;&gt;139922058401384 -->\n",
       "<g id=\"edge360\" class=\"edge\"><title>139922058401608&#45;&gt;139922058401384</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1081.5,-23168.3C1081.5,-23158.3 1081.5,-23142.4 1081.5,-23129.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1085,-23129.7 1081.5,-23119.7 1078,-23129.7 1085,-23129.7\"/>\n",
       "</g>\n",
       "<!-- 139922058401776 -->\n",
       "<g id=\"node362\" class=\"node\"><title>139922058401776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1220,-23253 1099,-23253 1099,-23232 1220,-23232 1220,-23253\"/>\n",
       "<text text-anchor=\"middle\" x=\"1159.5\" y=\"-23239.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058401776&#45;&gt;139922058401608 -->\n",
       "<g id=\"edge361\" class=\"edge\"><title>139922058401776&#45;&gt;139922058401608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1147.31,-23231.9C1135.06,-23222.2 1115.97,-23207.2 1101.5,-23195.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1103.62,-23193 1093.6,-23189.5 1099.29,-23198.5 1103.62,-23193\"/>\n",
       "</g>\n",
       "<!-- 139922058401888 -->\n",
       "<g id=\"node363\" class=\"node\"><title>139922058401888</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1135,-23316.5 1028,-23316.5 1028,-23295.5 1135,-23295.5 1135,-23316.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1081.5\" y=\"-23302.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058401888&#45;&gt;139922058401776 -->\n",
       "<g id=\"edge362\" class=\"edge\"><title>139922058401888&#45;&gt;139922058401776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1093.69,-23295.4C1105.94,-23285.7 1125.03,-23270.7 1139.5,-23259.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1141.71,-23262 1147.4,-23253 1137.38,-23256.5 1141.71,-23262\"/>\n",
       "</g>\n",
       "<!-- 139922058402112 -->\n",
       "<g id=\"node364\" class=\"node\"><title>139922058402112</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1138,-23386.5 1025,-23386.5 1025,-23365.5 1138,-23365.5 1138,-23386.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1081.5\" y=\"-23372.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058402112&#45;&gt;139922058401888 -->\n",
       "<g id=\"edge363\" class=\"edge\"><title>139922058402112&#45;&gt;139922058401888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1081.5,-23365.3C1081.5,-23355.3 1081.5,-23339.4 1081.5,-23326.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1085,-23326.7 1081.5,-23316.7 1078,-23326.7 1085,-23326.7\"/>\n",
       "</g>\n",
       "<!-- 139922058402280 -->\n",
       "<g id=\"node365\" class=\"node\"><title>139922058402280</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1219,-23450 1098,-23450 1098,-23429 1219,-23429 1219,-23450\"/>\n",
       "<text text-anchor=\"middle\" x=\"1158.5\" y=\"-23436.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058402280&#45;&gt;139922058402112 -->\n",
       "<g id=\"edge364\" class=\"edge\"><title>139922058402280&#45;&gt;139922058402112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1146.47,-23428.9C1134.49,-23419.3 1115.88,-23404.5 1101.65,-23393.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1103.44,-23390 1093.45,-23386.5 1099.08,-23395.5 1103.44,-23390\"/>\n",
       "</g>\n",
       "<!-- 139922058402392 -->\n",
       "<g id=\"node366\" class=\"node\"><title>139922058402392</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1130,-23513.5 1023,-23513.5 1023,-23492.5 1130,-23492.5 1130,-23513.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1076.5\" y=\"-23499.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058402392&#45;&gt;139922058402280 -->\n",
       "<g id=\"edge365\" class=\"edge\"><title>139922058402392&#45;&gt;139922058402280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1089.31,-23492.4C1102.19,-23482.7 1122.26,-23467.7 1137.47,-23456.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1139.88,-23458.8 1145.78,-23450 1135.68,-23453.2 1139.88,-23458.8\"/>\n",
       "</g>\n",
       "<!-- 139922058401272 -->\n",
       "<g id=\"node367\" class=\"node\"><title>139922058401272</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1051,-23583.5 938,-23583.5 938,-23562.5 1051,-23562.5 1051,-23583.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"994.5\" y=\"-23569.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058401272&#45;&gt;139922058401104 -->\n",
       "<g id=\"edge677\" class=\"edge\"><title>139922058401272&#45;&gt;139922058401104</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M994.5,-23562.4C994.5,-23540.7 994.5,-23486.2 994.5,-23440.5 994.5,-23440.5 994.5,-23440.5 994.5,-23108 994.5,-23070.7 1013.87,-23030.7 1026.91,-23008.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1030.08,-23009.6 1032.2,-22999.2 1024.07,-23006 1030.08,-23009.6\"/>\n",
       "</g>\n",
       "<!-- 139922058401272&#45;&gt;139922058402392 -->\n",
       "<g id=\"edge366\" class=\"edge\"><title>139922058401272&#45;&gt;139922058402392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1006.25,-23562.3C1019.48,-23551.3 1041.18,-23533.3 1056.97,-23520.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1059.57,-23522.6 1065.04,-23513.5 1055.11,-23517.2 1059.57,-23522.6\"/>\n",
       "</g>\n",
       "<!-- 139922058402728 -->\n",
       "<g id=\"node368\" class=\"node\"><title>139922058402728</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1040.5,-23647 948.5,-23647 948.5,-23626 1040.5,-23626 1040.5,-23647\"/>\n",
       "<text text-anchor=\"middle\" x=\"994.5\" y=\"-23633.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058402728&#45;&gt;139922058401272 -->\n",
       "<g id=\"edge367\" class=\"edge\"><title>139922058402728&#45;&gt;139922058401272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M994.5,-23625.9C994.5,-23617.4 994.5,-23604.6 994.5,-23593.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"998,-23593.7 994.5,-23583.7 991,-23593.7 998,-23593.7\"/>\n",
       "</g>\n",
       "<!-- 139922058402840 -->\n",
       "<g id=\"node369\" class=\"node\"><title>139922058402840</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1176,-23704 1055,-23704 1055,-23683 1176,-23683 1176,-23704\"/>\n",
       "<text text-anchor=\"middle\" x=\"1115.5\" y=\"-23690.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058402840&#45;&gt;139922058402728 -->\n",
       "<g id=\"edge368\" class=\"edge\"><title>139922058402840&#45;&gt;139922058402728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1094.42,-23682.9C1075.2,-23674.2 1046.56,-23661.2 1024.86,-23651.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1026.29,-23648.1 1015.74,-23647.2 1023.4,-23654.5 1026.29,-23648.1\"/>\n",
       "</g>\n",
       "<!-- 139922058403008 -->\n",
       "<g id=\"node370\" class=\"node\"><title>139922058403008</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1091,-23767.5 984,-23767.5 984,-23746.5 1091,-23746.5 1091,-23767.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1037.5\" y=\"-23753.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058403008&#45;&gt;139922058402840 -->\n",
       "<g id=\"edge369\" class=\"edge\"><title>139922058403008&#45;&gt;139922058402840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1049.69,-23746.4C1061.94,-23736.7 1081.03,-23721.7 1095.5,-23710.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1097.71,-23713 1103.4,-23704 1093.38,-23707.5 1097.71,-23713\"/>\n",
       "</g>\n",
       "<!-- 139922058403232 -->\n",
       "<g id=\"node371\" class=\"node\"><title>139922058403232</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1094,-23837.5 981,-23837.5 981,-23816.5 1094,-23816.5 1094,-23837.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1037.5\" y=\"-23823.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058403232&#45;&gt;139922058403008 -->\n",
       "<g id=\"edge370\" class=\"edge\"><title>139922058403232&#45;&gt;139922058403008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1037.5,-23816.3C1037.5,-23806.3 1037.5,-23790.4 1037.5,-23777.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1041,-23777.7 1037.5,-23767.7 1034,-23777.7 1041,-23777.7\"/>\n",
       "</g>\n",
       "<!-- 139922058403400 -->\n",
       "<g id=\"node372\" class=\"node\"><title>139922058403400</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1176,-23901 1055,-23901 1055,-23880 1176,-23880 1176,-23901\"/>\n",
       "<text text-anchor=\"middle\" x=\"1115.5\" y=\"-23887.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058403400&#45;&gt;139922058403232 -->\n",
       "<g id=\"edge371\" class=\"edge\"><title>139922058403400&#45;&gt;139922058403232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1103.31,-23879.9C1091.06,-23870.2 1071.97,-23855.2 1057.5,-23843.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1059.62,-23841 1049.6,-23837.5 1055.29,-23846.5 1059.62,-23841\"/>\n",
       "</g>\n",
       "<!-- 139922058403512 -->\n",
       "<g id=\"node373\" class=\"node\"><title>139922058403512</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1091,-23964.5 984,-23964.5 984,-23943.5 1091,-23943.5 1091,-23964.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1037.5\" y=\"-23950.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058403512&#45;&gt;139922058403400 -->\n",
       "<g id=\"edge372\" class=\"edge\"><title>139922058403512&#45;&gt;139922058403400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1049.69,-23943.4C1061.94,-23933.7 1081.03,-23918.7 1095.5,-23907.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1097.71,-23910 1103.4,-23901 1093.38,-23904.5 1097.71,-23910\"/>\n",
       "</g>\n",
       "<!-- 139922058403736 -->\n",
       "<g id=\"node374\" class=\"node\"><title>139922058403736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1094,-24034.5 981,-24034.5 981,-24013.5 1094,-24013.5 1094,-24034.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1037.5\" y=\"-24020.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058403736&#45;&gt;139922058403512 -->\n",
       "<g id=\"edge373\" class=\"edge\"><title>139922058403736&#45;&gt;139922058403512</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1037.5,-24013.3C1037.5,-24003.3 1037.5,-23987.4 1037.5,-23974.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1041,-23974.7 1037.5,-23964.7 1034,-23974.7 1041,-23974.7\"/>\n",
       "</g>\n",
       "<!-- 139922058453120 -->\n",
       "<g id=\"node375\" class=\"node\"><title>139922058453120</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1175,-24098 1054,-24098 1054,-24077 1175,-24077 1175,-24098\"/>\n",
       "<text text-anchor=\"middle\" x=\"1114.5\" y=\"-24084.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058453120&#45;&gt;139922058403736 -->\n",
       "<g id=\"edge374\" class=\"edge\"><title>139922058453120&#45;&gt;139922058403736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1102.47,-24076.9C1090.49,-24067.3 1071.88,-24052.5 1057.65,-24041.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1059.44,-24038 1049.45,-24034.5 1055.08,-24043.5 1059.44,-24038\"/>\n",
       "</g>\n",
       "<!-- 139922058453232 -->\n",
       "<g id=\"node376\" class=\"node\"><title>139922058453232</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1086,-24161.5 979,-24161.5 979,-24140.5 1086,-24140.5 1086,-24161.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"1032.5\" y=\"-24147.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058453232&#45;&gt;139922058453120 -->\n",
       "<g id=\"edge375\" class=\"edge\"><title>139922058453232&#45;&gt;139922058453120</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1045.31,-24140.4C1058.19,-24130.7 1078.26,-24115.7 1093.47,-24104.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1095.88,-24106.8 1101.78,-24098 1091.68,-24101.2 1095.88,-24106.8\"/>\n",
       "</g>\n",
       "<!-- 139922058402896 -->\n",
       "<g id=\"node377\" class=\"node\"><title>139922058402896</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1007,-24231.5 894,-24231.5 894,-24210.5 1007,-24210.5 1007,-24231.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-24217.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058402896&#45;&gt;139922058402728 -->\n",
       "<g id=\"edge667\" class=\"edge\"><title>139922058402896&#45;&gt;139922058402728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M950.5,-24210.4C950.5,-24188.7 950.5,-24134.2 950.5,-24088.5 950.5,-24088.5 950.5,-24088.5 950.5,-23756 950.5,-23718.7 969.872,-23678.7 982.908,-23656.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"986.081,-23657.6 988.196,-23647.2 980.069,-23654 986.081,-23657.6\"/>\n",
       "</g>\n",
       "<!-- 139922058402896&#45;&gt;139922058453232 -->\n",
       "<g id=\"edge376\" class=\"edge\"><title>139922058402896&#45;&gt;139922058453232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M962.249,-24210.3C975.476,-24199.3 997.179,-24181.3 1012.97,-24168.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1015.57,-24170.6 1021.04,-24161.5 1011.11,-24165.2 1015.57,-24170.6\"/>\n",
       "</g>\n",
       "<!-- 139922058453568 -->\n",
       "<g id=\"node378\" class=\"node\"><title>139922058453568</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"996.5,-24295 904.5,-24295 904.5,-24274 996.5,-24274 996.5,-24295\"/>\n",
       "<text text-anchor=\"middle\" x=\"950.5\" y=\"-24281.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058453568&#45;&gt;139922058402896 -->\n",
       "<g id=\"edge377\" class=\"edge\"><title>139922058453568&#45;&gt;139922058402896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M950.5,-24273.9C950.5,-24265.4 950.5,-24252.6 950.5,-24241.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"954,-24241.7 950.5,-24231.7 947,-24241.7 954,-24241.7\"/>\n",
       "</g>\n",
       "<!-- 139922058453680 -->\n",
       "<g id=\"node379\" class=\"node\"><title>139922058453680</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1132,-24352 1011,-24352 1011,-24331 1132,-24331 1132,-24352\"/>\n",
       "<text text-anchor=\"middle\" x=\"1071.5\" y=\"-24338.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058453680&#45;&gt;139922058453568 -->\n",
       "<g id=\"edge378\" class=\"edge\"><title>139922058453680&#45;&gt;139922058453568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1050.42,-24330.9C1031.2,-24322.2 1002.56,-24309.2 980.863,-24299.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"982.293,-24296.1 971.741,-24295.2 979.396,-24302.5 982.293,-24296.1\"/>\n",
       "</g>\n",
       "<!-- 139922058453848 -->\n",
       "<g id=\"node380\" class=\"node\"><title>139922058453848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1047,-24415.5 940,-24415.5 940,-24394.5 1047,-24394.5 1047,-24415.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"993.5\" y=\"-24401.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058453848&#45;&gt;139922058453680 -->\n",
       "<g id=\"edge379\" class=\"edge\"><title>139922058453848&#45;&gt;139922058453680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1005.69,-24394.4C1017.94,-24384.7 1037.03,-24369.7 1051.5,-24358.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1053.71,-24361 1059.4,-24352 1049.38,-24355.5 1053.71,-24361\"/>\n",
       "</g>\n",
       "<!-- 139922058454072 -->\n",
       "<g id=\"node381\" class=\"node\"><title>139922058454072</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1050,-24485.5 937,-24485.5 937,-24464.5 1050,-24464.5 1050,-24485.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"993.5\" y=\"-24471.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058454072&#45;&gt;139922058453848 -->\n",
       "<g id=\"edge380\" class=\"edge\"><title>139922058454072&#45;&gt;139922058453848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M993.5,-24464.3C993.5,-24454.3 993.5,-24438.4 993.5,-24425.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"997,-24425.7 993.5,-24415.7 990,-24425.7 997,-24425.7\"/>\n",
       "</g>\n",
       "<!-- 139922058454240 -->\n",
       "<g id=\"node382\" class=\"node\"><title>139922058454240</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1132,-24549 1011,-24549 1011,-24528 1132,-24528 1132,-24549\"/>\n",
       "<text text-anchor=\"middle\" x=\"1071.5\" y=\"-24535.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058454240&#45;&gt;139922058454072 -->\n",
       "<g id=\"edge381\" class=\"edge\"><title>139922058454240&#45;&gt;139922058454072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1059.31,-24527.9C1047.06,-24518.2 1027.97,-24503.2 1013.5,-24491.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1015.62,-24489 1005.6,-24485.5 1011.29,-24494.5 1015.62,-24489\"/>\n",
       "</g>\n",
       "<!-- 139922058454352 -->\n",
       "<g id=\"node383\" class=\"node\"><title>139922058454352</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1047,-24612.5 940,-24612.5 940,-24591.5 1047,-24591.5 1047,-24612.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"993.5\" y=\"-24598.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058454352&#45;&gt;139922058454240 -->\n",
       "<g id=\"edge382\" class=\"edge\"><title>139922058454352&#45;&gt;139922058454240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1005.69,-24591.4C1017.94,-24581.7 1037.03,-24566.7 1051.5,-24555.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1053.71,-24558 1059.4,-24549 1049.38,-24552.5 1053.71,-24558\"/>\n",
       "</g>\n",
       "<!-- 139922058454576 -->\n",
       "<g id=\"node384\" class=\"node\"><title>139922058454576</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1050,-24682.5 937,-24682.5 937,-24661.5 1050,-24661.5 1050,-24682.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"993.5\" y=\"-24668.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058454576&#45;&gt;139922058454352 -->\n",
       "<g id=\"edge383\" class=\"edge\"><title>139922058454576&#45;&gt;139922058454352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M993.5,-24661.3C993.5,-24651.3 993.5,-24635.4 993.5,-24622.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"997,-24622.7 993.5,-24612.7 990,-24622.7 997,-24622.7\"/>\n",
       "</g>\n",
       "<!-- 139922058454744 -->\n",
       "<g id=\"node385\" class=\"node\"><title>139922058454744</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1131,-24746 1010,-24746 1010,-24725 1131,-24725 1131,-24746\"/>\n",
       "<text text-anchor=\"middle\" x=\"1070.5\" y=\"-24732.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058454744&#45;&gt;139922058454576 -->\n",
       "<g id=\"edge384\" class=\"edge\"><title>139922058454744&#45;&gt;139922058454576</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1058.47,-24724.9C1046.49,-24715.3 1027.88,-24700.5 1013.65,-24689.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1015.44,-24686 1005.45,-24682.5 1011.08,-24691.5 1015.44,-24686\"/>\n",
       "</g>\n",
       "<!-- 139922058454856 -->\n",
       "<g id=\"node386\" class=\"node\"><title>139922058454856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1042,-24809.5 935,-24809.5 935,-24788.5 1042,-24788.5 1042,-24809.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"988.5\" y=\"-24795.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058454856&#45;&gt;139922058454744 -->\n",
       "<g id=\"edge385\" class=\"edge\"><title>139922058454856&#45;&gt;139922058454744</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1001.31,-24788.4C1014.19,-24778.7 1034.26,-24763.7 1049.47,-24752.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1051.88,-24754.8 1057.78,-24746 1047.68,-24749.2 1051.88,-24754.8\"/>\n",
       "</g>\n",
       "<!-- 139922058453736 -->\n",
       "<g id=\"node387\" class=\"node\"><title>139922058453736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"963,-24879.5 850,-24879.5 850,-24858.5 963,-24858.5 963,-24879.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"906.5\" y=\"-24865.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058453736&#45;&gt;139922058453568 -->\n",
       "<g id=\"edge657\" class=\"edge\"><title>139922058453736&#45;&gt;139922058453568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M906.5,-24858.4C906.5,-24836.7 906.5,-24782.2 906.5,-24736.5 906.5,-24736.5 906.5,-24736.5 906.5,-24404 906.5,-24366.7 925.872,-24326.7 938.908,-24304.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"942.081,-24305.6 944.196,-24295.2 936.069,-24302 942.081,-24305.6\"/>\n",
       "</g>\n",
       "<!-- 139922058453736&#45;&gt;139922058454856 -->\n",
       "<g id=\"edge386\" class=\"edge\"><title>139922058453736&#45;&gt;139922058454856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M918.249,-24858.3C931.476,-24847.3 953.179,-24829.3 968.966,-24816.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"971.574,-24818.6 977.038,-24809.5 967.106,-24813.2 971.574,-24818.6\"/>\n",
       "</g>\n",
       "<!-- 139922058455192 -->\n",
       "<g id=\"node388\" class=\"node\"><title>139922058455192</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"952.5,-24943 860.5,-24943 860.5,-24922 952.5,-24922 952.5,-24943\"/>\n",
       "<text text-anchor=\"middle\" x=\"906.5\" y=\"-24929.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058455192&#45;&gt;139922058453736 -->\n",
       "<g id=\"edge387\" class=\"edge\"><title>139922058455192&#45;&gt;139922058453736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M906.5,-24921.9C906.5,-24913.4 906.5,-24900.6 906.5,-24889.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"910,-24889.7 906.5,-24879.7 903,-24889.7 910,-24889.7\"/>\n",
       "</g>\n",
       "<!-- 139922058455304 -->\n",
       "<g id=\"node389\" class=\"node\"><title>139922058455304</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1088,-25000 967,-25000 967,-24979 1088,-24979 1088,-25000\"/>\n",
       "<text text-anchor=\"middle\" x=\"1027.5\" y=\"-24986.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058455304&#45;&gt;139922058455192 -->\n",
       "<g id=\"edge388\" class=\"edge\"><title>139922058455304&#45;&gt;139922058455192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1006.42,-24978.9C987.195,-24970.2 958.558,-24957.2 936.863,-24947.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"938.293,-24944.1 927.741,-24943.2 935.396,-24950.5 938.293,-24944.1\"/>\n",
       "</g>\n",
       "<!-- 139922058455472 -->\n",
       "<g id=\"node390\" class=\"node\"><title>139922058455472</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1003,-25063.5 896,-25063.5 896,-25042.5 1003,-25042.5 1003,-25063.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-25049.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058455472&#45;&gt;139922058455304 -->\n",
       "<g id=\"edge389\" class=\"edge\"><title>139922058455472&#45;&gt;139922058455304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M961.688,-25042.4C973.937,-25032.7 993.026,-25017.7 1007.5,-25006.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1009.71,-25009 1015.4,-25000 1005.38,-25003.5 1009.71,-25009\"/>\n",
       "</g>\n",
       "<!-- 139922058455696 -->\n",
       "<g id=\"node391\" class=\"node\"><title>139922058455696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1006,-25133.5 893,-25133.5 893,-25112.5 1006,-25112.5 1006,-25133.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-25119.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058455696&#45;&gt;139922058455472 -->\n",
       "<g id=\"edge390\" class=\"edge\"><title>139922058455696&#45;&gt;139922058455472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M949.5,-25112.3C949.5,-25102.3 949.5,-25086.4 949.5,-25073.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"953,-25073.7 949.5,-25063.7 946,-25073.7 953,-25073.7\"/>\n",
       "</g>\n",
       "<!-- 139922058455864 -->\n",
       "<g id=\"node392\" class=\"node\"><title>139922058455864</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1088,-25197 967,-25197 967,-25176 1088,-25176 1088,-25197\"/>\n",
       "<text text-anchor=\"middle\" x=\"1027.5\" y=\"-25183.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058455864&#45;&gt;139922058455696 -->\n",
       "<g id=\"edge391\" class=\"edge\"><title>139922058455864&#45;&gt;139922058455696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1015.31,-25175.9C1003.06,-25166.2 983.974,-25151.2 969.502,-25139.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"971.622,-25137 961.602,-25133.5 967.288,-25142.5 971.622,-25137\"/>\n",
       "</g>\n",
       "<!-- 139922058455976 -->\n",
       "<g id=\"node393\" class=\"node\"><title>139922058455976</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1041,-25260.5 934,-25260.5 934,-25239.5 1041,-25239.5 1041,-25260.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"987.5\" y=\"-25246.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058455976&#45;&gt;139922058455864 -->\n",
       "<g id=\"edge392\" class=\"edge\"><title>139922058455976&#45;&gt;139922058455864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M993.75,-25239.4C999.586,-25230.4 1008.45,-25216.8 1015.63,-25205.7\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1018.64,-25207.5 1021.16,-25197.2 1012.78,-25203.7 1018.64,-25207.5\"/>\n",
       "</g>\n",
       "<!-- 139922058456200 -->\n",
       "<g id=\"node394\" class=\"node\"><title>139922058456200</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1044,-25330.5 931,-25330.5 931,-25309.5 1044,-25309.5 1044,-25330.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"987.5\" y=\"-25316.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058456200&#45;&gt;139922058455976 -->\n",
       "<g id=\"edge393\" class=\"edge\"><title>139922058456200&#45;&gt;139922058455976</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M987.5,-25309.3C987.5,-25299.3 987.5,-25283.4 987.5,-25270.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"991,-25270.7 987.5,-25260.7 984,-25270.7 991,-25270.7\"/>\n",
       "</g>\n",
       "<!-- 139922058456368 -->\n",
       "<g id=\"node395\" class=\"node\"><title>139922058456368</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1131,-25394 1010,-25394 1010,-25373 1131,-25373 1131,-25394\"/>\n",
       "<text text-anchor=\"middle\" x=\"1070.5\" y=\"-25380.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058456368&#45;&gt;139922058456200 -->\n",
       "<g id=\"edge394\" class=\"edge\"><title>139922058456368&#45;&gt;139922058456200</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1057.53,-25372.9C1044.5,-25363.2 1024.18,-25348.2 1008.78,-25336.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1010.5,-25333.7 1000.38,-25330.5 1006.33,-25339.3 1010.5,-25333.7\"/>\n",
       "</g>\n",
       "<!-- 139922058456480 -->\n",
       "<g id=\"node396\" class=\"node\"><title>139922058456480</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1046,-25457.5 939,-25457.5 939,-25436.5 1046,-25436.5 1046,-25457.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"992.5\" y=\"-25443.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058456480&#45;&gt;139922058456368 -->\n",
       "<g id=\"edge395\" class=\"edge\"><title>139922058456480&#45;&gt;139922058456368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1004.69,-25436.4C1016.94,-25426.7 1036.03,-25411.7 1050.5,-25400.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1052.71,-25403 1058.4,-25394 1048.38,-25397.5 1052.71,-25403\"/>\n",
       "</g>\n",
       "<!-- 139922058456704 -->\n",
       "<g id=\"node397\" class=\"node\"><title>139922058456704</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"987,-25527.5 874,-25527.5 874,-25506.5 987,-25506.5 987,-25527.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"930.5\" y=\"-25513.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058456704&#45;&gt;139922058456480 -->\n",
       "<g id=\"edge396\" class=\"edge\"><title>139922058456704&#45;&gt;139922058456480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M939.383,-25506.3C949.144,-25495.6 965.008,-25478.2 976.861,-25465.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"979.482,-25467.5 983.633,-25457.7 974.309,-25462.8 979.482,-25467.5\"/>\n",
       "</g>\n",
       "<!-- 139922058455640 -->\n",
       "<g id=\"node633\" class=\"node\"><title>139922058455640</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"921,-25457.5 814,-25457.5 814,-25436.5 921,-25436.5 921,-25457.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"867.5\" y=\"-25443.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058456704&#45;&gt;139922058455640 -->\n",
       "<g id=\"edge644\" class=\"edge\"><title>139922058456704&#45;&gt;139922058455640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M921.474,-25506.3C911.556,-25495.6 895.436,-25478.2 883.391,-25465.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"885.873,-25462.7 876.51,-25457.7 880.738,-25467.4 885.873,-25462.7\"/>\n",
       "</g>\n",
       "<!-- 139922058456872 -->\n",
       "<g id=\"node398\" class=\"node\"><title>139922058456872</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"976.5,-25591 884.5,-25591 884.5,-25570 976.5,-25570 976.5,-25591\"/>\n",
       "<text text-anchor=\"middle\" x=\"930.5\" y=\"-25577.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058456872&#45;&gt;139922058456704 -->\n",
       "<g id=\"edge397\" class=\"edge\"><title>139922058456872&#45;&gt;139922058456704</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M930.5,-25569.9C930.5,-25561.4 930.5,-25548.6 930.5,-25537.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"934,-25537.7 930.5,-25527.7 927,-25537.7 934,-25537.7\"/>\n",
       "</g>\n",
       "<!-- 139922058456984 -->\n",
       "<g id=\"node399\" class=\"node\"><title>139922058456984</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1112,-25648 991,-25648 991,-25627 1112,-25627 1112,-25648\"/>\n",
       "<text text-anchor=\"middle\" x=\"1051.5\" y=\"-25634.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058456984&#45;&gt;139922058456872 -->\n",
       "<g id=\"edge398\" class=\"edge\"><title>139922058456984&#45;&gt;139922058456872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1030.42,-25626.9C1011.2,-25618.2 982.558,-25605.2 960.863,-25595.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"962.293,-25592.1 951.741,-25591.2 959.396,-25598.5 962.293,-25592.1\"/>\n",
       "</g>\n",
       "<!-- 139922058457216 -->\n",
       "<g id=\"node400\" class=\"node\"><title>139922058457216</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1027,-25711.5 920,-25711.5 920,-25690.5 1027,-25690.5 1027,-25711.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"973.5\" y=\"-25697.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058457216&#45;&gt;139922058456984 -->\n",
       "<g id=\"edge399\" class=\"edge\"><title>139922058457216&#45;&gt;139922058456984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M985.688,-25690.4C997.937,-25680.7 1017.03,-25665.7 1031.5,-25654.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1033.71,-25657 1039.4,-25648 1029.38,-25651.5 1033.71,-25657\"/>\n",
       "</g>\n",
       "<!-- 139922058457440 -->\n",
       "<g id=\"node401\" class=\"node\"><title>139922058457440</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1030,-25781.5 917,-25781.5 917,-25760.5 1030,-25760.5 1030,-25781.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"973.5\" y=\"-25767.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058457440&#45;&gt;139922058457216 -->\n",
       "<g id=\"edge400\" class=\"edge\"><title>139922058457440&#45;&gt;139922058457216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M973.5,-25760.3C973.5,-25750.3 973.5,-25734.4 973.5,-25721.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"977,-25721.7 973.5,-25711.7 970,-25721.7 977,-25721.7\"/>\n",
       "</g>\n",
       "<!-- 139922058457608 -->\n",
       "<g id=\"node402\" class=\"node\"><title>139922058457608</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1112,-25845 991,-25845 991,-25824 1112,-25824 1112,-25845\"/>\n",
       "<text text-anchor=\"middle\" x=\"1051.5\" y=\"-25831.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058457608&#45;&gt;139922058457440 -->\n",
       "<g id=\"edge401\" class=\"edge\"><title>139922058457608&#45;&gt;139922058457440</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1039.31,-25823.9C1027.06,-25814.2 1007.97,-25799.2 993.502,-25787.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"995.622,-25785 985.602,-25781.5 991.288,-25790.5 995.622,-25785\"/>\n",
       "</g>\n",
       "<!-- 139922058457720 -->\n",
       "<g id=\"node403\" class=\"node\"><title>139922058457720</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1027,-25908.5 920,-25908.5 920,-25887.5 1027,-25887.5 1027,-25908.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"973.5\" y=\"-25894.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058457720&#45;&gt;139922058457608 -->\n",
       "<g id=\"edge402\" class=\"edge\"><title>139922058457720&#45;&gt;139922058457608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M985.688,-25887.4C997.937,-25877.7 1017.03,-25862.7 1031.5,-25851.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1033.71,-25854 1039.4,-25845 1029.38,-25848.5 1033.71,-25854\"/>\n",
       "</g>\n",
       "<!-- 139922058457944 -->\n",
       "<g id=\"node404\" class=\"node\"><title>139922058457944</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1030,-25978.5 917,-25978.5 917,-25957.5 1030,-25957.5 1030,-25978.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"973.5\" y=\"-25964.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058457944&#45;&gt;139922058457720 -->\n",
       "<g id=\"edge403\" class=\"edge\"><title>139922058457944&#45;&gt;139922058457720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M973.5,-25957.3C973.5,-25947.3 973.5,-25931.4 973.5,-25918.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"977,-25918.7 973.5,-25908.7 970,-25918.7 977,-25918.7\"/>\n",
       "</g>\n",
       "<!-- 139922058458112 -->\n",
       "<g id=\"node405\" class=\"node\"><title>139922058458112</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1111,-26042 990,-26042 990,-26021 1111,-26021 1111,-26042\"/>\n",
       "<text text-anchor=\"middle\" x=\"1050.5\" y=\"-26028.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058458112&#45;&gt;139922058457944 -->\n",
       "<g id=\"edge404\" class=\"edge\"><title>139922058458112&#45;&gt;139922058457944</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1038.47,-26020.9C1026.49,-26011.3 1007.88,-25996.5 993.648,-25985.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"995.445,-25982 985.447,-25978.5 991.076,-25987.5 995.445,-25982\"/>\n",
       "</g>\n",
       "<!-- 139922058458224 -->\n",
       "<g id=\"node406\" class=\"node\"><title>139922058458224</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1022,-26105.5 915,-26105.5 915,-26084.5 1022,-26084.5 1022,-26105.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"968.5\" y=\"-26091.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058458224&#45;&gt;139922058458112 -->\n",
       "<g id=\"edge405\" class=\"edge\"><title>139922058458224&#45;&gt;139922058458112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M981.312,-26084.4C994.19,-26074.7 1014.26,-26059.7 1029.47,-26048.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1031.88,-26050.8 1037.78,-26042 1027.68,-26045.2 1031.88,-26050.8\"/>\n",
       "</g>\n",
       "<!-- 139922058457040 -->\n",
       "<g id=\"node407\" class=\"node\"><title>139922058457040</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"943,-26175.5 830,-26175.5 830,-26154.5 943,-26154.5 943,-26175.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"886.5\" y=\"-26161.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058457040&#45;&gt;139922058456872 -->\n",
       "<g id=\"edge632\" class=\"edge\"><title>139922058457040&#45;&gt;139922058456872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M886.5,-26154.4C886.5,-26132.7 886.5,-26078.2 886.5,-26032.5 886.5,-26032.5 886.5,-26032.5 886.5,-25700 886.5,-25662.7 905.872,-25622.7 918.908,-25600.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"922.081,-25601.6 924.196,-25591.2 916.069,-25598 922.081,-25601.6\"/>\n",
       "</g>\n",
       "<!-- 139922058457040&#45;&gt;139922058458224 -->\n",
       "<g id=\"edge406\" class=\"edge\"><title>139922058457040&#45;&gt;139922058458224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M898.249,-26154.3C911.476,-26143.3 933.179,-26125.3 948.966,-26112.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"951.574,-26114.6 957.038,-26105.5 947.106,-26109.2 951.574,-26114.6\"/>\n",
       "</g>\n",
       "<!-- 139922058458560 -->\n",
       "<g id=\"node408\" class=\"node\"><title>139922058458560</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"932.5,-26239 840.5,-26239 840.5,-26218 932.5,-26218 932.5,-26239\"/>\n",
       "<text text-anchor=\"middle\" x=\"886.5\" y=\"-26225.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058458560&#45;&gt;139922058457040 -->\n",
       "<g id=\"edge407\" class=\"edge\"><title>139922058458560&#45;&gt;139922058457040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M886.5,-26217.9C886.5,-26209.4 886.5,-26196.6 886.5,-26185.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"890,-26185.7 886.5,-26175.7 883,-26185.7 890,-26185.7\"/>\n",
       "</g>\n",
       "<!-- 139922058458672 -->\n",
       "<g id=\"node409\" class=\"node\"><title>139922058458672</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1068,-26296 947,-26296 947,-26275 1068,-26275 1068,-26296\"/>\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-26282.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058458672&#45;&gt;139922058458560 -->\n",
       "<g id=\"edge408\" class=\"edge\"><title>139922058458672&#45;&gt;139922058458560</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M986.423,-26274.9C967.195,-26266.2 938.558,-26253.2 916.863,-26243.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"918.293,-26240.1 907.741,-26239.2 915.396,-26246.5 918.293,-26240.1\"/>\n",
       "</g>\n",
       "<!-- 139922058458840 -->\n",
       "<g id=\"node410\" class=\"node\"><title>139922058458840</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"983,-26359.5 876,-26359.5 876,-26338.5 983,-26338.5 983,-26359.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"929.5\" y=\"-26345.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058458840&#45;&gt;139922058458672 -->\n",
       "<g id=\"edge409\" class=\"edge\"><title>139922058458840&#45;&gt;139922058458672</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M941.688,-26338.4C953.937,-26328.7 973.026,-26313.7 987.498,-26302.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"989.712,-26305 995.398,-26296 985.378,-26299.5 989.712,-26305\"/>\n",
       "</g>\n",
       "<!-- 139922058459064 -->\n",
       "<g id=\"node411\" class=\"node\"><title>139922058459064</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"986,-26429.5 873,-26429.5 873,-26408.5 986,-26408.5 986,-26429.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"929.5\" y=\"-26415.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058459064&#45;&gt;139922058458840 -->\n",
       "<g id=\"edge410\" class=\"edge\"><title>139922058459064&#45;&gt;139922058458840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M929.5,-26408.3C929.5,-26398.3 929.5,-26382.4 929.5,-26369.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"933,-26369.7 929.5,-26359.7 926,-26369.7 933,-26369.7\"/>\n",
       "</g>\n",
       "<!-- 139922058459232 -->\n",
       "<g id=\"node412\" class=\"node\"><title>139922058459232</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1068,-26493 947,-26493 947,-26472 1068,-26472 1068,-26493\"/>\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-26479.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058459232&#45;&gt;139922058459064 -->\n",
       "<g id=\"edge411\" class=\"edge\"><title>139922058459232&#45;&gt;139922058459064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M995.312,-26471.9C983.063,-26462.2 963.974,-26447.2 949.502,-26435.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"951.622,-26433 941.602,-26429.5 947.288,-26438.5 951.622,-26433\"/>\n",
       "</g>\n",
       "<!-- 139922058459344 -->\n",
       "<g id=\"node413\" class=\"node\"><title>139922058459344</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"983,-26556.5 876,-26556.5 876,-26535.5 983,-26535.5 983,-26556.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"929.5\" y=\"-26542.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058459344&#45;&gt;139922058459232 -->\n",
       "<g id=\"edge412\" class=\"edge\"><title>139922058459344&#45;&gt;139922058459232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M941.688,-26535.4C953.937,-26525.7 973.026,-26510.7 987.498,-26499.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"989.712,-26502 995.398,-26493 985.378,-26496.5 989.712,-26502\"/>\n",
       "</g>\n",
       "<!-- 139922058459568 -->\n",
       "<g id=\"node414\" class=\"node\"><title>139922058459568</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"986,-26626.5 873,-26626.5 873,-26605.5 986,-26605.5 986,-26626.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"929.5\" y=\"-26612.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058459568&#45;&gt;139922058459344 -->\n",
       "<g id=\"edge413\" class=\"edge\"><title>139922058459568&#45;&gt;139922058459344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M929.5,-26605.3C929.5,-26595.3 929.5,-26579.4 929.5,-26566.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"933,-26566.7 929.5,-26556.7 926,-26566.7 933,-26566.7\"/>\n",
       "</g>\n",
       "<!-- 139922058459736 -->\n",
       "<g id=\"node415\" class=\"node\"><title>139922058459736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1067,-26690 946,-26690 946,-26669 1067,-26669 1067,-26690\"/>\n",
       "<text text-anchor=\"middle\" x=\"1006.5\" y=\"-26676.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058459736&#45;&gt;139922058459568 -->\n",
       "<g id=\"edge414\" class=\"edge\"><title>139922058459736&#45;&gt;139922058459568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M994.469,-26668.9C982.489,-26659.3 963.883,-26644.5 949.648,-26633.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"951.445,-26630 941.447,-26626.5 947.076,-26635.5 951.445,-26630\"/>\n",
       "</g>\n",
       "<!-- 139922058459848 -->\n",
       "<g id=\"node416\" class=\"node\"><title>139922058459848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"978,-26753.5 871,-26753.5 871,-26732.5 978,-26732.5 978,-26753.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"924.5\" y=\"-26739.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058459848&#45;&gt;139922058459736 -->\n",
       "<g id=\"edge415\" class=\"edge\"><title>139922058459848&#45;&gt;139922058459736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M937.312,-26732.4C950.19,-26722.7 970.258,-26707.7 985.472,-26696.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"987.877,-26698.8 993.777,-26690 983.677,-26693.2 987.877,-26698.8\"/>\n",
       "</g>\n",
       "<!-- 139922058458728 -->\n",
       "<g id=\"node417\" class=\"node\"><title>139922058458728</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"899,-26823.5 786,-26823.5 786,-26802.5 899,-26802.5 899,-26823.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"842.5\" y=\"-26809.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058458728&#45;&gt;139922058458560 -->\n",
       "<g id=\"edge622\" class=\"edge\"><title>139922058458728&#45;&gt;139922058458560</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M842.5,-26802.4C842.5,-26780.7 842.5,-26726.2 842.5,-26680.5 842.5,-26680.5 842.5,-26680.5 842.5,-26348 842.5,-26310.7 861.872,-26270.7 874.908,-26248.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"878.081,-26249.6 880.196,-26239.2 872.069,-26246 878.081,-26249.6\"/>\n",
       "</g>\n",
       "<!-- 139922058458728&#45;&gt;139922058459848 -->\n",
       "<g id=\"edge416\" class=\"edge\"><title>139922058458728&#45;&gt;139922058459848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M854.249,-26802.3C867.476,-26791.3 889.179,-26773.3 904.966,-26760.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"907.574,-26762.6 913.038,-26753.5 903.106,-26757.2 907.574,-26762.6\"/>\n",
       "</g>\n",
       "<!-- 139922058460184 -->\n",
       "<g id=\"node418\" class=\"node\"><title>139922058460184</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"888.5,-26887 796.5,-26887 796.5,-26866 888.5,-26866 888.5,-26887\"/>\n",
       "<text text-anchor=\"middle\" x=\"842.5\" y=\"-26873.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058460184&#45;&gt;139922058458728 -->\n",
       "<g id=\"edge417\" class=\"edge\"><title>139922058460184&#45;&gt;139922058458728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M842.5,-26865.9C842.5,-26857.4 842.5,-26844.6 842.5,-26833.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"846,-26833.7 842.5,-26823.7 839,-26833.7 846,-26833.7\"/>\n",
       "</g>\n",
       "<!-- 139922058460296 -->\n",
       "<g id=\"node419\" class=\"node\"><title>139922058460296</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1024,-26944 903,-26944 903,-26923 1024,-26923 1024,-26944\"/>\n",
       "<text text-anchor=\"middle\" x=\"963.5\" y=\"-26930.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058460296&#45;&gt;139922058460184 -->\n",
       "<g id=\"edge418\" class=\"edge\"><title>139922058460296&#45;&gt;139922058460184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M942.423,-26922.9C923.195,-26914.2 894.558,-26901.2 872.863,-26891.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"874.293,-26888.1 863.741,-26887.2 871.396,-26894.5 874.293,-26888.1\"/>\n",
       "</g>\n",
       "<!-- 139922058460464 -->\n",
       "<g id=\"node420\" class=\"node\"><title>139922058460464</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"939,-27007.5 832,-27007.5 832,-26986.5 939,-26986.5 939,-27007.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"885.5\" y=\"-26993.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058460464&#45;&gt;139922058460296 -->\n",
       "<g id=\"edge419\" class=\"edge\"><title>139922058460464&#45;&gt;139922058460296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M897.688,-26986.4C909.937,-26976.7 929.026,-26961.7 943.498,-26950.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"945.712,-26953 951.398,-26944 941.378,-26947.5 945.712,-26953\"/>\n",
       "</g>\n",
       "<!-- 139922058460688 -->\n",
       "<g id=\"node421\" class=\"node\"><title>139922058460688</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"942,-27077.5 829,-27077.5 829,-27056.5 942,-27056.5 942,-27077.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"885.5\" y=\"-27063.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058460688&#45;&gt;139922058460464 -->\n",
       "<g id=\"edge420\" class=\"edge\"><title>139922058460688&#45;&gt;139922058460464</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M885.5,-27056.3C885.5,-27046.3 885.5,-27030.4 885.5,-27017.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"889,-27017.7 885.5,-27007.7 882,-27017.7 889,-27017.7\"/>\n",
       "</g>\n",
       "<!-- 139922058460856 -->\n",
       "<g id=\"node422\" class=\"node\"><title>139922058460856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1024,-27141 903,-27141 903,-27120 1024,-27120 1024,-27141\"/>\n",
       "<text text-anchor=\"middle\" x=\"963.5\" y=\"-27127.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058460856&#45;&gt;139922058460688 -->\n",
       "<g id=\"edge421\" class=\"edge\"><title>139922058460856&#45;&gt;139922058460688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M951.312,-27119.9C939.063,-27110.2 919.974,-27095.2 905.502,-27083.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"907.622,-27081 897.602,-27077.5 903.288,-27086.5 907.622,-27081\"/>\n",
       "</g>\n",
       "<!-- 139922058460968 -->\n",
       "<g id=\"node423\" class=\"node\"><title>139922058460968</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"939,-27204.5 832,-27204.5 832,-27183.5 939,-27183.5 939,-27204.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"885.5\" y=\"-27190.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058460968&#45;&gt;139922058460856 -->\n",
       "<g id=\"edge422\" class=\"edge\"><title>139922058460968&#45;&gt;139922058460856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M897.688,-27183.4C909.937,-27173.7 929.026,-27158.7 943.498,-27147.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"945.712,-27150 951.398,-27141 941.378,-27144.5 945.712,-27150\"/>\n",
       "</g>\n",
       "<!-- 139922058469448 -->\n",
       "<g id=\"node424\" class=\"node\"><title>139922058469448</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"942,-27274.5 829,-27274.5 829,-27253.5 942,-27253.5 942,-27274.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"885.5\" y=\"-27260.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058469448&#45;&gt;139922058460968 -->\n",
       "<g id=\"edge423\" class=\"edge\"><title>139922058469448&#45;&gt;139922058460968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M885.5,-27253.3C885.5,-27243.3 885.5,-27227.4 885.5,-27214.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"889,-27214.7 885.5,-27204.7 882,-27214.7 889,-27214.7\"/>\n",
       "</g>\n",
       "<!-- 139922058469616 -->\n",
       "<g id=\"node425\" class=\"node\"><title>139922058469616</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"1023,-27338 902,-27338 902,-27317 1023,-27317 1023,-27338\"/>\n",
       "<text text-anchor=\"middle\" x=\"962.5\" y=\"-27324.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058469616&#45;&gt;139922058469448 -->\n",
       "<g id=\"edge424\" class=\"edge\"><title>139922058469616&#45;&gt;139922058469448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M950.469,-27316.9C938.489,-27307.3 919.883,-27292.5 905.648,-27281.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"907.445,-27278 897.447,-27274.5 903.076,-27283.5 907.445,-27278\"/>\n",
       "</g>\n",
       "<!-- 139922058469728 -->\n",
       "<g id=\"node426\" class=\"node\"><title>139922058469728</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"934,-27401.5 827,-27401.5 827,-27380.5 934,-27380.5 934,-27401.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"880.5\" y=\"-27387.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058469728&#45;&gt;139922058469616 -->\n",
       "<g id=\"edge425\" class=\"edge\"><title>139922058469728&#45;&gt;139922058469616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M893.312,-27380.4C906.19,-27370.7 926.258,-27355.7 941.472,-27344.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"943.877,-27346.8 949.777,-27338 939.677,-27341.2 943.877,-27346.8\"/>\n",
       "</g>\n",
       "<!-- 139922058460352 -->\n",
       "<g id=\"node427\" class=\"node\"><title>139922058460352</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"855,-27471.5 742,-27471.5 742,-27450.5 855,-27450.5 855,-27471.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"798.5\" y=\"-27457.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058460352&#45;&gt;139922058460184 -->\n",
       "<g id=\"edge612\" class=\"edge\"><title>139922058460352&#45;&gt;139922058460184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M798.5,-27450.4C798.5,-27428.7 798.5,-27374.2 798.5,-27328.5 798.5,-27328.5 798.5,-27328.5 798.5,-26996 798.5,-26958.7 817.872,-26918.7 830.908,-26896.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"834.081,-26897.6 836.196,-26887.2 828.069,-26894 834.081,-26897.6\"/>\n",
       "</g>\n",
       "<!-- 139922058460352&#45;&gt;139922058469728 -->\n",
       "<g id=\"edge426\" class=\"edge\"><title>139922058460352&#45;&gt;139922058469728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M810.249,-27450.3C823.476,-27439.3 845.179,-27421.3 860.966,-27408.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"863.574,-27410.6 869.038,-27401.5 859.106,-27405.2 863.574,-27410.6\"/>\n",
       "</g>\n",
       "<!-- 139922058470064 -->\n",
       "<g id=\"node428\" class=\"node\"><title>139922058470064</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"844.5,-27535 752.5,-27535 752.5,-27514 844.5,-27514 844.5,-27535\"/>\n",
       "<text text-anchor=\"middle\" x=\"798.5\" y=\"-27521.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058470064&#45;&gt;139922058460352 -->\n",
       "<g id=\"edge427\" class=\"edge\"><title>139922058470064&#45;&gt;139922058460352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M798.5,-27513.9C798.5,-27505.4 798.5,-27492.6 798.5,-27481.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"802,-27481.7 798.5,-27471.7 795,-27481.7 802,-27481.7\"/>\n",
       "</g>\n",
       "<!-- 139922058470176 -->\n",
       "<g id=\"node429\" class=\"node\"><title>139922058470176</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"980,-27592 859,-27592 859,-27571 980,-27571 980,-27592\"/>\n",
       "<text text-anchor=\"middle\" x=\"919.5\" y=\"-27578.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058470176&#45;&gt;139922058470064 -->\n",
       "<g id=\"edge428\" class=\"edge\"><title>139922058470176&#45;&gt;139922058470064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M898.423,-27570.9C879.195,-27562.2 850.558,-27549.2 828.863,-27539.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"830.293,-27536.1 819.741,-27535.2 827.396,-27542.5 830.293,-27536.1\"/>\n",
       "</g>\n",
       "<!-- 139922058470344 -->\n",
       "<g id=\"node430\" class=\"node\"><title>139922058470344</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"895,-27655.5 788,-27655.5 788,-27634.5 895,-27634.5 895,-27655.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-27641.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058470344&#45;&gt;139922058470176 -->\n",
       "<g id=\"edge429\" class=\"edge\"><title>139922058470344&#45;&gt;139922058470176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M853.688,-27634.4C865.937,-27624.7 885.026,-27609.7 899.498,-27598.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"901.712,-27601 907.398,-27592 897.378,-27595.5 901.712,-27601\"/>\n",
       "</g>\n",
       "<!-- 139922058470568 -->\n",
       "<g id=\"node431\" class=\"node\"><title>139922058470568</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"898,-27725.5 785,-27725.5 785,-27704.5 898,-27704.5 898,-27725.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-27711.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058470568&#45;&gt;139922058470344 -->\n",
       "<g id=\"edge430\" class=\"edge\"><title>139922058470568&#45;&gt;139922058470344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M841.5,-27704.3C841.5,-27694.3 841.5,-27678.4 841.5,-27665.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"845,-27665.7 841.5,-27655.7 838,-27665.7 845,-27665.7\"/>\n",
       "</g>\n",
       "<!-- 139922058470736 -->\n",
       "<g id=\"node432\" class=\"node\"><title>139922058470736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"980,-27789 859,-27789 859,-27768 980,-27768 980,-27789\"/>\n",
       "<text text-anchor=\"middle\" x=\"919.5\" y=\"-27775.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058470736&#45;&gt;139922058470568 -->\n",
       "<g id=\"edge431\" class=\"edge\"><title>139922058470736&#45;&gt;139922058470568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M907.312,-27767.9C895.063,-27758.2 875.974,-27743.2 861.502,-27731.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"863.622,-27729 853.602,-27725.5 859.288,-27734.5 863.622,-27729\"/>\n",
       "</g>\n",
       "<!-- 139922058470848 -->\n",
       "<g id=\"node433\" class=\"node\"><title>139922058470848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"895,-27852.5 788,-27852.5 788,-27831.5 895,-27831.5 895,-27852.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-27838.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058470848&#45;&gt;139922058470736 -->\n",
       "<g id=\"edge432\" class=\"edge\"><title>139922058470848&#45;&gt;139922058470736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M853.688,-27831.4C865.937,-27821.7 885.026,-27806.7 899.498,-27795.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"901.712,-27798 907.398,-27789 897.378,-27792.5 901.712,-27798\"/>\n",
       "</g>\n",
       "<!-- 139922058471072 -->\n",
       "<g id=\"node434\" class=\"node\"><title>139922058471072</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"898,-27922.5 785,-27922.5 785,-27901.5 898,-27901.5 898,-27922.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-27908.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058471072&#45;&gt;139922058470848 -->\n",
       "<g id=\"edge433\" class=\"edge\"><title>139922058471072&#45;&gt;139922058470848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M841.5,-27901.3C841.5,-27891.3 841.5,-27875.4 841.5,-27862.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"845,-27862.7 841.5,-27852.7 838,-27862.7 845,-27862.7\"/>\n",
       "</g>\n",
       "<!-- 139922058471240 -->\n",
       "<g id=\"node435\" class=\"node\"><title>139922058471240</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"979,-27986 858,-27986 858,-27965 979,-27965 979,-27986\"/>\n",
       "<text text-anchor=\"middle\" x=\"918.5\" y=\"-27972.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058471240&#45;&gt;139922058471072 -->\n",
       "<g id=\"edge434\" class=\"edge\"><title>139922058471240&#45;&gt;139922058471072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M906.469,-27964.9C894.489,-27955.3 875.883,-27940.5 861.648,-27929.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"863.445,-27926 853.447,-27922.5 859.076,-27931.5 863.445,-27926\"/>\n",
       "</g>\n",
       "<!-- 139922058471352 -->\n",
       "<g id=\"node436\" class=\"node\"><title>139922058471352</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"890,-28049.5 783,-28049.5 783,-28028.5 890,-28028.5 890,-28049.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"836.5\" y=\"-28035.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058471352&#45;&gt;139922058471240 -->\n",
       "<g id=\"edge435\" class=\"edge\"><title>139922058471352&#45;&gt;139922058471240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M849.312,-28028.4C862.19,-28018.7 882.258,-28003.7 897.472,-27992.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"899.877,-27994.8 905.777,-27986 895.677,-27989.2 899.877,-27994.8\"/>\n",
       "</g>\n",
       "<!-- 139922058470232 -->\n",
       "<g id=\"node437\" class=\"node\"><title>139922058470232</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"811,-28119.5 698,-28119.5 698,-28098.5 811,-28098.5 811,-28119.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"754.5\" y=\"-28105.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058470232&#45;&gt;139922058470064 -->\n",
       "<g id=\"edge602\" class=\"edge\"><title>139922058470232&#45;&gt;139922058470064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M754.5,-28098.4C754.5,-28076.7 754.5,-28022.2 754.5,-27976.5 754.5,-27976.5 754.5,-27976.5 754.5,-27644 754.5,-27606.7 773.872,-27566.7 786.908,-27544.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"790.081,-27545.6 792.196,-27535.2 784.069,-27542 790.081,-27545.6\"/>\n",
       "</g>\n",
       "<!-- 139922058470232&#45;&gt;139922058471352 -->\n",
       "<g id=\"edge436\" class=\"edge\"><title>139922058470232&#45;&gt;139922058471352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M766.249,-28098.3C779.476,-28087.3 801.179,-28069.3 816.966,-28056.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"819.574,-28058.6 825.038,-28049.5 815.106,-28053.2 819.574,-28058.6\"/>\n",
       "</g>\n",
       "<!-- 139922058471688 -->\n",
       "<g id=\"node438\" class=\"node\"><title>139922058471688</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"800.5,-28183 708.5,-28183 708.5,-28162 800.5,-28162 800.5,-28183\"/>\n",
       "<text text-anchor=\"middle\" x=\"754.5\" y=\"-28169.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058471688&#45;&gt;139922058470232 -->\n",
       "<g id=\"edge437\" class=\"edge\"><title>139922058471688&#45;&gt;139922058470232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M754.5,-28161.9C754.5,-28153.4 754.5,-28140.6 754.5,-28129.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"758,-28129.7 754.5,-28119.7 751,-28129.7 758,-28129.7\"/>\n",
       "</g>\n",
       "<!-- 139922058471800 -->\n",
       "<g id=\"node439\" class=\"node\"><title>139922058471800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"936,-28240 815,-28240 815,-28219 936,-28219 936,-28240\"/>\n",
       "<text text-anchor=\"middle\" x=\"875.5\" y=\"-28226.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058471800&#45;&gt;139922058471688 -->\n",
       "<g id=\"edge438\" class=\"edge\"><title>139922058471800&#45;&gt;139922058471688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M854.423,-28218.9C835.195,-28210.2 806.558,-28197.2 784.863,-28187.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"786.293,-28184.1 775.741,-28183.2 783.396,-28190.5 786.293,-28184.1\"/>\n",
       "</g>\n",
       "<!-- 139922058471968 -->\n",
       "<g id=\"node440\" class=\"node\"><title>139922058471968</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"851,-28303.5 744,-28303.5 744,-28282.5 851,-28282.5 851,-28303.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"797.5\" y=\"-28289.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058471968&#45;&gt;139922058471800 -->\n",
       "<g id=\"edge439\" class=\"edge\"><title>139922058471968&#45;&gt;139922058471800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M809.688,-28282.4C821.937,-28272.7 841.026,-28257.7 855.498,-28246.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"857.712,-28249 863.398,-28240 853.378,-28243.5 857.712,-28249\"/>\n",
       "</g>\n",
       "<!-- 139922058472192 -->\n",
       "<g id=\"node441\" class=\"node\"><title>139922058472192</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"854,-28373.5 741,-28373.5 741,-28352.5 854,-28352.5 854,-28373.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"797.5\" y=\"-28359.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058472192&#45;&gt;139922058471968 -->\n",
       "<g id=\"edge440\" class=\"edge\"><title>139922058472192&#45;&gt;139922058471968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M797.5,-28352.3C797.5,-28342.3 797.5,-28326.4 797.5,-28313.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"801,-28313.7 797.5,-28303.7 794,-28313.7 801,-28313.7\"/>\n",
       "</g>\n",
       "<!-- 139922058472360 -->\n",
       "<g id=\"node442\" class=\"node\"><title>139922058472360</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"936,-28437 815,-28437 815,-28416 936,-28416 936,-28437\"/>\n",
       "<text text-anchor=\"middle\" x=\"875.5\" y=\"-28423.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058472360&#45;&gt;139922058472192 -->\n",
       "<g id=\"edge441\" class=\"edge\"><title>139922058472360&#45;&gt;139922058472192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M863.312,-28415.9C851.063,-28406.2 831.974,-28391.2 817.502,-28379.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"819.622,-28377 809.602,-28373.5 815.288,-28382.5 819.622,-28377\"/>\n",
       "</g>\n",
       "<!-- 139922058472472 -->\n",
       "<g id=\"node443\" class=\"node\"><title>139922058472472</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"851,-28500.5 744,-28500.5 744,-28479.5 851,-28479.5 851,-28500.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"797.5\" y=\"-28486.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058472472&#45;&gt;139922058472360 -->\n",
       "<g id=\"edge442\" class=\"edge\"><title>139922058472472&#45;&gt;139922058472360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M809.688,-28479.4C821.937,-28469.7 841.026,-28454.7 855.498,-28443.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"857.712,-28446 863.398,-28437 853.378,-28440.5 857.712,-28446\"/>\n",
       "</g>\n",
       "<!-- 139922058472696 -->\n",
       "<g id=\"node444\" class=\"node\"><title>139922058472696</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"854,-28570.5 741,-28570.5 741,-28549.5 854,-28549.5 854,-28570.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"797.5\" y=\"-28556.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058472696&#45;&gt;139922058472472 -->\n",
       "<g id=\"edge443\" class=\"edge\"><title>139922058472696&#45;&gt;139922058472472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M797.5,-28549.3C797.5,-28539.3 797.5,-28523.4 797.5,-28510.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"801,-28510.7 797.5,-28500.7 794,-28510.7 801,-28510.7\"/>\n",
       "</g>\n",
       "<!-- 139922058472864 -->\n",
       "<g id=\"node445\" class=\"node\"><title>139922058472864</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"935,-28634 814,-28634 814,-28613 935,-28613 935,-28634\"/>\n",
       "<text text-anchor=\"middle\" x=\"874.5\" y=\"-28620.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058472864&#45;&gt;139922058472696 -->\n",
       "<g id=\"edge444\" class=\"edge\"><title>139922058472864&#45;&gt;139922058472696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M862.469,-28612.9C850.489,-28603.3 831.883,-28588.5 817.648,-28577.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"819.445,-28574 809.447,-28570.5 815.076,-28579.5 819.445,-28574\"/>\n",
       "</g>\n",
       "<!-- 139922058472976 -->\n",
       "<g id=\"node446\" class=\"node\"><title>139922058472976</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"846,-28697.5 739,-28697.5 739,-28676.5 846,-28676.5 846,-28697.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"792.5\" y=\"-28683.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058472976&#45;&gt;139922058472864 -->\n",
       "<g id=\"edge445\" class=\"edge\"><title>139922058472976&#45;&gt;139922058472864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M805.312,-28676.4C818.19,-28666.7 838.258,-28651.7 853.472,-28640.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"855.877,-28642.8 861.777,-28634 851.677,-28637.2 855.877,-28642.8\"/>\n",
       "</g>\n",
       "<!-- 139922058471856 -->\n",
       "<g id=\"node447\" class=\"node\"><title>139922058471856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"767,-28767.5 654,-28767.5 654,-28746.5 767,-28746.5 767,-28767.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"710.5\" y=\"-28753.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058471856&#45;&gt;139922058471688 -->\n",
       "<g id=\"edge592\" class=\"edge\"><title>139922058471856&#45;&gt;139922058471688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M710.5,-28746.4C710.5,-28724.7 710.5,-28670.2 710.5,-28624.5 710.5,-28624.5 710.5,-28624.5 710.5,-28292 710.5,-28254.7 729.872,-28214.7 742.908,-28192.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"746.081,-28193.6 748.196,-28183.2 740.069,-28190 746.081,-28193.6\"/>\n",
       "</g>\n",
       "<!-- 139922058471856&#45;&gt;139922058472976 -->\n",
       "<g id=\"edge446\" class=\"edge\"><title>139922058471856&#45;&gt;139922058472976</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M722.249,-28746.3C735.476,-28735.3 757.179,-28717.3 772.966,-28704.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"775.574,-28706.6 781.038,-28697.5 771.106,-28701.2 775.574,-28706.6\"/>\n",
       "</g>\n",
       "<!-- 139922058473312 -->\n",
       "<g id=\"node448\" class=\"node\"><title>139922058473312</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"756.5,-28831 664.5,-28831 664.5,-28810 756.5,-28810 756.5,-28831\"/>\n",
       "<text text-anchor=\"middle\" x=\"710.5\" y=\"-28817.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058473312&#45;&gt;139922058471856 -->\n",
       "<g id=\"edge447\" class=\"edge\"><title>139922058473312&#45;&gt;139922058471856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M710.5,-28809.9C710.5,-28801.4 710.5,-28788.6 710.5,-28777.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"714,-28777.7 710.5,-28767.7 707,-28777.7 714,-28777.7\"/>\n",
       "</g>\n",
       "<!-- 139922058473424 -->\n",
       "<g id=\"node449\" class=\"node\"><title>139922058473424</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"892,-28888 771,-28888 771,-28867 892,-28867 892,-28888\"/>\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-28874.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058473424&#45;&gt;139922058473312 -->\n",
       "<g id=\"edge448\" class=\"edge\"><title>139922058473424&#45;&gt;139922058473312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M810.423,-28866.9C791.195,-28858.2 762.558,-28845.2 740.863,-28835.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"742.293,-28832.1 731.741,-28831.2 739.396,-28838.5 742.293,-28832.1\"/>\n",
       "</g>\n",
       "<!-- 139922058502328 -->\n",
       "<g id=\"node450\" class=\"node\"><title>139922058502328</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"807,-28951.5 700,-28951.5 700,-28930.5 807,-28930.5 807,-28951.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"753.5\" y=\"-28937.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058502328&#45;&gt;139922058473424 -->\n",
       "<g id=\"edge449\" class=\"edge\"><title>139922058502328&#45;&gt;139922058473424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M765.688,-28930.4C777.937,-28920.7 797.026,-28905.7 811.498,-28894.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"813.712,-28897 819.398,-28888 809.378,-28891.5 813.712,-28897\"/>\n",
       "</g>\n",
       "<!-- 139922058502552 -->\n",
       "<g id=\"node451\" class=\"node\"><title>139922058502552</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"810,-29021.5 697,-29021.5 697,-29000.5 810,-29000.5 810,-29021.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"753.5\" y=\"-29007.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058502552&#45;&gt;139922058502328 -->\n",
       "<g id=\"edge450\" class=\"edge\"><title>139922058502552&#45;&gt;139922058502328</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M753.5,-29000.3C753.5,-28990.3 753.5,-28974.4 753.5,-28961.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"757,-28961.7 753.5,-28951.7 750,-28961.7 757,-28961.7\"/>\n",
       "</g>\n",
       "<!-- 139922058502720 -->\n",
       "<g id=\"node452\" class=\"node\"><title>139922058502720</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"892,-29085 771,-29085 771,-29064 892,-29064 892,-29085\"/>\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-29071.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058502720&#45;&gt;139922058502552 -->\n",
       "<g id=\"edge451\" class=\"edge\"><title>139922058502720&#45;&gt;139922058502552</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M819.312,-29063.9C807.063,-29054.2 787.974,-29039.2 773.502,-29027.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"775.622,-29025 765.602,-29021.5 771.288,-29030.5 775.622,-29025\"/>\n",
       "</g>\n",
       "<!-- 139922058502832 -->\n",
       "<g id=\"node453\" class=\"node\"><title>139922058502832</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"807,-29148.5 700,-29148.5 700,-29127.5 807,-29127.5 807,-29148.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"753.5\" y=\"-29134.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058502832&#45;&gt;139922058502720 -->\n",
       "<g id=\"edge452\" class=\"edge\"><title>139922058502832&#45;&gt;139922058502720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M765.688,-29127.4C777.937,-29117.7 797.026,-29102.7 811.498,-29091.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"813.712,-29094 819.398,-29085 809.378,-29088.5 813.712,-29094\"/>\n",
       "</g>\n",
       "<!-- 139922058503056 -->\n",
       "<g id=\"node454\" class=\"node\"><title>139922058503056</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"810,-29218.5 697,-29218.5 697,-29197.5 810,-29197.5 810,-29218.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"753.5\" y=\"-29204.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058503056&#45;&gt;139922058502832 -->\n",
       "<g id=\"edge453\" class=\"edge\"><title>139922058503056&#45;&gt;139922058502832</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M753.5,-29197.3C753.5,-29187.3 753.5,-29171.4 753.5,-29158.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"757,-29158.7 753.5,-29148.7 750,-29158.7 757,-29158.7\"/>\n",
       "</g>\n",
       "<!-- 139922058503224 -->\n",
       "<g id=\"node455\" class=\"node\"><title>139922058503224</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"891,-29282 770,-29282 770,-29261 891,-29261 891,-29282\"/>\n",
       "<text text-anchor=\"middle\" x=\"830.5\" y=\"-29268.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058503224&#45;&gt;139922058503056 -->\n",
       "<g id=\"edge454\" class=\"edge\"><title>139922058503224&#45;&gt;139922058503056</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M818.469,-29260.9C806.489,-29251.3 787.883,-29236.5 773.648,-29225.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"775.445,-29222 765.447,-29218.5 771.076,-29227.5 775.445,-29222\"/>\n",
       "</g>\n",
       "<!-- 139922058503336 -->\n",
       "<g id=\"node456\" class=\"node\"><title>139922058503336</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"802,-29345.5 695,-29345.5 695,-29324.5 802,-29324.5 802,-29345.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"748.5\" y=\"-29331.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058503336&#45;&gt;139922058503224 -->\n",
       "<g id=\"edge455\" class=\"edge\"><title>139922058503336&#45;&gt;139922058503224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M761.312,-29324.4C774.19,-29314.7 794.258,-29299.7 809.472,-29288.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"811.877,-29290.8 817.777,-29282 807.677,-29285.2 811.877,-29290.8\"/>\n",
       "</g>\n",
       "<!-- 139922058502216 -->\n",
       "<g id=\"node457\" class=\"node\"><title>139922058502216</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"723,-29415.5 610,-29415.5 610,-29394.5 723,-29394.5 723,-29415.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"666.5\" y=\"-29401.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058502216&#45;&gt;139922058473312 -->\n",
       "<g id=\"edge582\" class=\"edge\"><title>139922058502216&#45;&gt;139922058473312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M666.5,-29394.4C666.5,-29372.7 666.5,-29318.2 666.5,-29272.5 666.5,-29272.5 666.5,-29272.5 666.5,-28940 666.5,-28902.7 685.872,-28862.7 698.908,-28840.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"702.081,-28841.6 704.196,-28831.2 696.069,-28838 702.081,-28841.6\"/>\n",
       "</g>\n",
       "<!-- 139922058502216&#45;&gt;139922058503336 -->\n",
       "<g id=\"edge456\" class=\"edge\"><title>139922058502216&#45;&gt;139922058503336</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M678.249,-29394.3C691.476,-29383.3 713.179,-29365.3 728.966,-29352.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"731.574,-29354.6 737.038,-29345.5 727.106,-29349.2 731.574,-29354.6\"/>\n",
       "</g>\n",
       "<!-- 139922058503672 -->\n",
       "<g id=\"node458\" class=\"node\"><title>139922058503672</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"712.5,-29479 620.5,-29479 620.5,-29458 712.5,-29458 712.5,-29479\"/>\n",
       "<text text-anchor=\"middle\" x=\"666.5\" y=\"-29465.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058503672&#45;&gt;139922058502216 -->\n",
       "<g id=\"edge457\" class=\"edge\"><title>139922058503672&#45;&gt;139922058502216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M666.5,-29457.9C666.5,-29449.4 666.5,-29436.6 666.5,-29425.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"670,-29425.7 666.5,-29415.7 663,-29425.7 670,-29425.7\"/>\n",
       "</g>\n",
       "<!-- 139922058503784 -->\n",
       "<g id=\"node459\" class=\"node\"><title>139922058503784</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"848,-29536 727,-29536 727,-29515 848,-29515 848,-29536\"/>\n",
       "<text text-anchor=\"middle\" x=\"787.5\" y=\"-29522.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058503784&#45;&gt;139922058503672 -->\n",
       "<g id=\"edge458\" class=\"edge\"><title>139922058503784&#45;&gt;139922058503672</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M766.423,-29514.9C747.195,-29506.2 718.558,-29493.2 696.863,-29483.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"698.293,-29480.1 687.741,-29479.2 695.396,-29486.5 698.293,-29480.1\"/>\n",
       "</g>\n",
       "<!-- 139922058503952 -->\n",
       "<g id=\"node460\" class=\"node\"><title>139922058503952</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"763,-29599.5 656,-29599.5 656,-29578.5 763,-29578.5 763,-29599.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"709.5\" y=\"-29585.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058503952&#45;&gt;139922058503784 -->\n",
       "<g id=\"edge459\" class=\"edge\"><title>139922058503952&#45;&gt;139922058503784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M721.688,-29578.4C733.937,-29568.7 753.026,-29553.7 767.498,-29542.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"769.712,-29545 775.398,-29536 765.378,-29539.5 769.712,-29545\"/>\n",
       "</g>\n",
       "<!-- 139922058504176 -->\n",
       "<g id=\"node461\" class=\"node\"><title>139922058504176</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"766,-29669.5 653,-29669.5 653,-29648.5 766,-29648.5 766,-29669.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"709.5\" y=\"-29655.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058504176&#45;&gt;139922058503952 -->\n",
       "<g id=\"edge460\" class=\"edge\"><title>139922058504176&#45;&gt;139922058503952</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M709.5,-29648.3C709.5,-29638.3 709.5,-29622.4 709.5,-29609.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"713,-29609.7 709.5,-29599.7 706,-29609.7 713,-29609.7\"/>\n",
       "</g>\n",
       "<!-- 139922058504344 -->\n",
       "<g id=\"node462\" class=\"node\"><title>139922058504344</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"848,-29733 727,-29733 727,-29712 848,-29712 848,-29733\"/>\n",
       "<text text-anchor=\"middle\" x=\"787.5\" y=\"-29719.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058504344&#45;&gt;139922058504176 -->\n",
       "<g id=\"edge461\" class=\"edge\"><title>139922058504344&#45;&gt;139922058504176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M775.312,-29711.9C763.063,-29702.2 743.974,-29687.2 729.502,-29675.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"731.622,-29673 721.602,-29669.5 727.288,-29678.5 731.622,-29673\"/>\n",
       "</g>\n",
       "<!-- 139922058504456 -->\n",
       "<g id=\"node463\" class=\"node\"><title>139922058504456</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"763,-29796.5 656,-29796.5 656,-29775.5 763,-29775.5 763,-29796.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"709.5\" y=\"-29782.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058504456&#45;&gt;139922058504344 -->\n",
       "<g id=\"edge462\" class=\"edge\"><title>139922058504456&#45;&gt;139922058504344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M721.688,-29775.4C733.937,-29765.7 753.026,-29750.7 767.498,-29739.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"769.712,-29742 775.398,-29733 765.378,-29736.5 769.712,-29742\"/>\n",
       "</g>\n",
       "<!-- 139922058504680 -->\n",
       "<g id=\"node464\" class=\"node\"><title>139922058504680</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"766,-29866.5 653,-29866.5 653,-29845.5 766,-29845.5 766,-29866.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"709.5\" y=\"-29852.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058504680&#45;&gt;139922058504456 -->\n",
       "<g id=\"edge463\" class=\"edge\"><title>139922058504680&#45;&gt;139922058504456</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M709.5,-29845.3C709.5,-29835.3 709.5,-29819.4 709.5,-29806.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"713,-29806.7 709.5,-29796.7 706,-29806.7 713,-29806.7\"/>\n",
       "</g>\n",
       "<!-- 139922058504848 -->\n",
       "<g id=\"node465\" class=\"node\"><title>139922058504848</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"847,-29930 726,-29930 726,-29909 847,-29909 847,-29930\"/>\n",
       "<text text-anchor=\"middle\" x=\"786.5\" y=\"-29916.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058504848&#45;&gt;139922058504680 -->\n",
       "<g id=\"edge464\" class=\"edge\"><title>139922058504848&#45;&gt;139922058504680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M774.469,-29908.9C762.489,-29899.3 743.883,-29884.5 729.648,-29873.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"731.445,-29870 721.447,-29866.5 727.076,-29875.5 731.445,-29870\"/>\n",
       "</g>\n",
       "<!-- 139922058504960 -->\n",
       "<g id=\"node466\" class=\"node\"><title>139922058504960</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"758,-29993.5 651,-29993.5 651,-29972.5 758,-29972.5 758,-29993.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"704.5\" y=\"-29979.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058504960&#45;&gt;139922058504848 -->\n",
       "<g id=\"edge465\" class=\"edge\"><title>139922058504960&#45;&gt;139922058504848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M717.312,-29972.4C730.19,-29962.7 750.258,-29947.7 765.472,-29936.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"767.877,-29938.8 773.777,-29930 763.677,-29933.2 767.877,-29938.8\"/>\n",
       "</g>\n",
       "<!-- 139922058503840 -->\n",
       "<g id=\"node467\" class=\"node\"><title>139922058503840</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"679,-30063.5 566,-30063.5 566,-30042.5 679,-30042.5 679,-30063.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"622.5\" y=\"-30049.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058503840&#45;&gt;139922058503672 -->\n",
       "<g id=\"edge572\" class=\"edge\"><title>139922058503840&#45;&gt;139922058503672</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M622.5,-30042.4C622.5,-30020.7 622.5,-29966.2 622.5,-29920.5 622.5,-29920.5 622.5,-29920.5 622.5,-29588 622.5,-29550.7 641.872,-29510.7 654.908,-29488.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"658.081,-29489.6 660.196,-29479.2 652.069,-29486 658.081,-29489.6\"/>\n",
       "</g>\n",
       "<!-- 139922058503840&#45;&gt;139922058504960 -->\n",
       "<g id=\"edge466\" class=\"edge\"><title>139922058503840&#45;&gt;139922058504960</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M634.249,-30042.3C647.476,-30031.3 669.179,-30013.3 684.966,-30000.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"687.574,-30002.6 693.038,-29993.5 683.106,-29997.2 687.574,-30002.6\"/>\n",
       "</g>\n",
       "<!-- 139922058505296 -->\n",
       "<g id=\"node468\" class=\"node\"><title>139922058505296</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"668.5,-30127 576.5,-30127 576.5,-30106 668.5,-30106 668.5,-30127\"/>\n",
       "<text text-anchor=\"middle\" x=\"622.5\" y=\"-30113.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058505296&#45;&gt;139922058503840 -->\n",
       "<g id=\"edge467\" class=\"edge\"><title>139922058505296&#45;&gt;139922058503840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M622.5,-30105.9C622.5,-30097.4 622.5,-30084.6 622.5,-30073.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"626,-30073.7 622.5,-30063.7 619,-30073.7 626,-30073.7\"/>\n",
       "</g>\n",
       "<!-- 139922058505408 -->\n",
       "<g id=\"node469\" class=\"node\"><title>139922058505408</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"804,-30184 683,-30184 683,-30163 804,-30163 804,-30184\"/>\n",
       "<text text-anchor=\"middle\" x=\"743.5\" y=\"-30170.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058505408&#45;&gt;139922058505296 -->\n",
       "<g id=\"edge468\" class=\"edge\"><title>139922058505408&#45;&gt;139922058505296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M722.423,-30162.9C703.195,-30154.2 674.558,-30141.2 652.863,-30131.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"654.293,-30128.1 643.741,-30127.2 651.396,-30134.5 654.293,-30128.1\"/>\n",
       "</g>\n",
       "<!-- 139922058505576 -->\n",
       "<g id=\"node470\" class=\"node\"><title>139922058505576</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"719,-30247.5 612,-30247.5 612,-30226.5 719,-30226.5 719,-30247.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"665.5\" y=\"-30233.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058505576&#45;&gt;139922058505408 -->\n",
       "<g id=\"edge469\" class=\"edge\"><title>139922058505576&#45;&gt;139922058505408</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M677.688,-30226.4C689.937,-30216.7 709.026,-30201.7 723.498,-30190.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"725.712,-30193 731.398,-30184 721.378,-30187.5 725.712,-30193\"/>\n",
       "</g>\n",
       "<!-- 139922058505800 -->\n",
       "<g id=\"node471\" class=\"node\"><title>139922058505800</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"722,-30317.5 609,-30317.5 609,-30296.5 722,-30296.5 722,-30317.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"665.5\" y=\"-30303.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058505800&#45;&gt;139922058505576 -->\n",
       "<g id=\"edge470\" class=\"edge\"><title>139922058505800&#45;&gt;139922058505576</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M665.5,-30296.3C665.5,-30286.3 665.5,-30270.4 665.5,-30257.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"669,-30257.7 665.5,-30247.7 662,-30257.7 669,-30257.7\"/>\n",
       "</g>\n",
       "<!-- 139922058505968 -->\n",
       "<g id=\"node472\" class=\"node\"><title>139922058505968</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"804,-30381 683,-30381 683,-30360 804,-30360 804,-30381\"/>\n",
       "<text text-anchor=\"middle\" x=\"743.5\" y=\"-30367.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058505968&#45;&gt;139922058505800 -->\n",
       "<g id=\"edge471\" class=\"edge\"><title>139922058505968&#45;&gt;139922058505800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M731.312,-30359.9C719.063,-30350.2 699.974,-30335.2 685.502,-30323.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"687.622,-30321 677.602,-30317.5 683.288,-30326.5 687.622,-30321\"/>\n",
       "</g>\n",
       "<!-- 139922058506080 -->\n",
       "<g id=\"node473\" class=\"node\"><title>139922058506080</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"757,-30444.5 650,-30444.5 650,-30423.5 757,-30423.5 757,-30444.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"703.5\" y=\"-30430.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058506080&#45;&gt;139922058505968 -->\n",
       "<g id=\"edge472\" class=\"edge\"><title>139922058506080&#45;&gt;139922058505968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M709.75,-30423.4C715.586,-30414.4 724.451,-30400.8 731.631,-30389.7\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"734.644,-30391.5 737.162,-30381.2 728.776,-30387.7 734.644,-30391.5\"/>\n",
       "</g>\n",
       "<!-- 139922058461312 -->\n",
       "<g id=\"node474\" class=\"node\"><title>139922058461312</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"760,-30514.5 647,-30514.5 647,-30493.5 760,-30493.5 760,-30514.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"703.5\" y=\"-30500.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058461312&#45;&gt;139922058506080 -->\n",
       "<g id=\"edge473\" class=\"edge\"><title>139922058461312&#45;&gt;139922058506080</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M703.5,-30493.3C703.5,-30483.3 703.5,-30467.4 703.5,-30454.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"707,-30454.7 703.5,-30444.7 700,-30454.7 707,-30454.7\"/>\n",
       "</g>\n",
       "<!-- 139922058461480 -->\n",
       "<g id=\"node475\" class=\"node\"><title>139922058461480</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"847,-30578 726,-30578 726,-30557 847,-30557 847,-30578\"/>\n",
       "<text text-anchor=\"middle\" x=\"786.5\" y=\"-30564.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058461480&#45;&gt;139922058461312 -->\n",
       "<g id=\"edge474\" class=\"edge\"><title>139922058461480&#45;&gt;139922058461312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M773.531,-30556.9C760.497,-30547.2 740.184,-30532.2 724.784,-30520.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"726.496,-30517.7 716.378,-30514.5 722.329,-30523.3 726.496,-30517.7\"/>\n",
       "</g>\n",
       "<!-- 139922058461592 -->\n",
       "<g id=\"node476\" class=\"node\"><title>139922058461592</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"762,-30641.5 655,-30641.5 655,-30620.5 762,-30620.5 762,-30641.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"708.5\" y=\"-30627.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058461592&#45;&gt;139922058461480 -->\n",
       "<g id=\"edge475\" class=\"edge\"><title>139922058461592&#45;&gt;139922058461480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M720.688,-30620.4C732.937,-30610.7 752.026,-30595.7 766.498,-30584.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"768.712,-30587 774.398,-30578 764.378,-30581.5 768.712,-30587\"/>\n",
       "</g>\n",
       "<!-- 139922058461816 -->\n",
       "<g id=\"node477\" class=\"node\"><title>139922058461816</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"703,-30711.5 590,-30711.5 590,-30690.5 703,-30690.5 703,-30711.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"646.5\" y=\"-30697.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058461816&#45;&gt;139922058461592 -->\n",
       "<g id=\"edge476\" class=\"edge\"><title>139922058461816&#45;&gt;139922058461592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M655.383,-30690.3C665.144,-30679.6 681.008,-30662.2 692.861,-30649.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"695.482,-30651.5 699.633,-30641.7 690.309,-30646.8 695.482,-30651.5\"/>\n",
       "</g>\n",
       "<!-- 139922058505744 -->\n",
       "<g id=\"node556\" class=\"node\"><title>139922058505744</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"637,-30641.5 530,-30641.5 530,-30620.5 637,-30620.5 637,-30641.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"583.5\" y=\"-30627.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058461816&#45;&gt;139922058505744 -->\n",
       "<g id=\"edge559\" class=\"edge\"><title>139922058461816&#45;&gt;139922058505744</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M637.474,-30690.3C627.556,-30679.6 611.436,-30662.2 599.391,-30649.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"601.873,-30646.7 592.51,-30641.7 596.738,-30651.4 601.873,-30646.7\"/>\n",
       "</g>\n",
       "<!-- 139922058461984 -->\n",
       "<g id=\"node478\" class=\"node\"><title>139922058461984</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"692.5,-30775 600.5,-30775 600.5,-30754 692.5,-30754 692.5,-30775\"/>\n",
       "<text text-anchor=\"middle\" x=\"646.5\" y=\"-30761.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058461984&#45;&gt;139922058461816 -->\n",
       "<g id=\"edge477\" class=\"edge\"><title>139922058461984&#45;&gt;139922058461816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M646.5,-30753.9C646.5,-30745.4 646.5,-30732.6 646.5,-30721.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"650,-30721.7 646.5,-30711.7 643,-30721.7 650,-30721.7\"/>\n",
       "</g>\n",
       "<!-- 139922058462096 -->\n",
       "<g id=\"node479\" class=\"node\"><title>139922058462096</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"828,-30832 707,-30832 707,-30811 828,-30811 828,-30832\"/>\n",
       "<text text-anchor=\"middle\" x=\"767.5\" y=\"-30818.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058462096&#45;&gt;139922058461984 -->\n",
       "<g id=\"edge478\" class=\"edge\"><title>139922058462096&#45;&gt;139922058461984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M746.423,-30810.9C727.195,-30802.2 698.558,-30789.2 676.863,-30779.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"678.293,-30776.1 667.741,-30775.2 675.396,-30782.5 678.293,-30776.1\"/>\n",
       "</g>\n",
       "<!-- 139922058462264 -->\n",
       "<g id=\"node480\" class=\"node\"><title>139922058462264</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"743,-30895.5 636,-30895.5 636,-30874.5 743,-30874.5 743,-30895.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"689.5\" y=\"-30881.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058462264&#45;&gt;139922058462096 -->\n",
       "<g id=\"edge479\" class=\"edge\"><title>139922058462264&#45;&gt;139922058462096</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M701.688,-30874.4C713.937,-30864.7 733.026,-30849.7 747.498,-30838.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"749.712,-30841 755.398,-30832 745.378,-30835.5 749.712,-30841\"/>\n",
       "</g>\n",
       "<!-- 139922058462488 -->\n",
       "<g id=\"node481\" class=\"node\"><title>139922058462488</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"746,-30965.5 633,-30965.5 633,-30944.5 746,-30944.5 746,-30965.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"689.5\" y=\"-30951.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058462488&#45;&gt;139922058462264 -->\n",
       "<g id=\"edge480\" class=\"edge\"><title>139922058462488&#45;&gt;139922058462264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M689.5,-30944.3C689.5,-30934.3 689.5,-30918.4 689.5,-30905.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"693,-30905.7 689.5,-30895.7 686,-30905.7 693,-30905.7\"/>\n",
       "</g>\n",
       "<!-- 139922058462656 -->\n",
       "<g id=\"node482\" class=\"node\"><title>139922058462656</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"828,-31029 707,-31029 707,-31008 828,-31008 828,-31029\"/>\n",
       "<text text-anchor=\"middle\" x=\"767.5\" y=\"-31015.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058462656&#45;&gt;139922058462488 -->\n",
       "<g id=\"edge481\" class=\"edge\"><title>139922058462656&#45;&gt;139922058462488</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M755.312,-31007.9C743.063,-30998.2 723.974,-30983.2 709.502,-30971.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"711.622,-30969 701.602,-30965.5 707.288,-30974.5 711.622,-30969\"/>\n",
       "</g>\n",
       "<!-- 139922058462768 -->\n",
       "<g id=\"node483\" class=\"node\"><title>139922058462768</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"743,-31092.5 636,-31092.5 636,-31071.5 743,-31071.5 743,-31092.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"689.5\" y=\"-31078.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058462768&#45;&gt;139922058462656 -->\n",
       "<g id=\"edge482\" class=\"edge\"><title>139922058462768&#45;&gt;139922058462656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M701.688,-31071.4C713.937,-31061.7 733.026,-31046.7 747.498,-31035.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"749.712,-31038 755.398,-31029 745.378,-31032.5 749.712,-31038\"/>\n",
       "</g>\n",
       "<!-- 139922058462992 -->\n",
       "<g id=\"node484\" class=\"node\"><title>139922058462992</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"746,-31162.5 633,-31162.5 633,-31141.5 746,-31141.5 746,-31162.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"689.5\" y=\"-31148.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058462992&#45;&gt;139922058462768 -->\n",
       "<g id=\"edge483\" class=\"edge\"><title>139922058462992&#45;&gt;139922058462768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M689.5,-31141.3C689.5,-31131.3 689.5,-31115.4 689.5,-31102.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"693,-31102.7 689.5,-31092.7 686,-31102.7 693,-31102.7\"/>\n",
       "</g>\n",
       "<!-- 139922058463160 -->\n",
       "<g id=\"node485\" class=\"node\"><title>139922058463160</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"827,-31226 706,-31226 706,-31205 827,-31205 827,-31226\"/>\n",
       "<text text-anchor=\"middle\" x=\"766.5\" y=\"-31212.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058463160&#45;&gt;139922058462992 -->\n",
       "<g id=\"edge484\" class=\"edge\"><title>139922058463160&#45;&gt;139922058462992</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M754.469,-31204.9C742.489,-31195.3 723.883,-31180.5 709.648,-31169.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"711.445,-31166 701.447,-31162.5 707.076,-31171.5 711.445,-31166\"/>\n",
       "</g>\n",
       "<!-- 139922058463272 -->\n",
       "<g id=\"node486\" class=\"node\"><title>139922058463272</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"738,-31289.5 631,-31289.5 631,-31268.5 738,-31268.5 738,-31289.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"684.5\" y=\"-31275.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058463272&#45;&gt;139922058463160 -->\n",
       "<g id=\"edge485\" class=\"edge\"><title>139922058463272&#45;&gt;139922058463160</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M697.312,-31268.4C710.19,-31258.7 730.258,-31243.7 745.472,-31232.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"747.877,-31234.8 753.777,-31226 743.677,-31229.2 747.877,-31234.8\"/>\n",
       "</g>\n",
       "<!-- 139922058462152 -->\n",
       "<g id=\"node487\" class=\"node\"><title>139922058462152</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"659,-31359.5 546,-31359.5 546,-31338.5 659,-31338.5 659,-31359.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"602.5\" y=\"-31345.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058462152&#45;&gt;139922058461984 -->\n",
       "<g id=\"edge547\" class=\"edge\"><title>139922058462152&#45;&gt;139922058461984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M602.5,-31338.4C602.5,-31316.7 602.5,-31262.2 602.5,-31216.5 602.5,-31216.5 602.5,-31216.5 602.5,-30884 602.5,-30846.7 621.872,-30806.7 634.908,-30784.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"638.081,-30785.6 640.196,-30775.2 632.069,-30782 638.081,-30785.6\"/>\n",
       "</g>\n",
       "<!-- 139922058462152&#45;&gt;139922058463272 -->\n",
       "<g id=\"edge486\" class=\"edge\"><title>139922058462152&#45;&gt;139922058463272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M614.249,-31338.3C627.476,-31327.3 649.179,-31309.3 664.966,-31296.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"667.574,-31298.6 673.038,-31289.5 663.106,-31293.2 667.574,-31298.6\"/>\n",
       "</g>\n",
       "<!-- 139922058463608 -->\n",
       "<g id=\"node488\" class=\"node\"><title>139922058463608</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"648.5,-31423 556.5,-31423 556.5,-31402 648.5,-31402 648.5,-31423\"/>\n",
       "<text text-anchor=\"middle\" x=\"602.5\" y=\"-31409.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058463608&#45;&gt;139922058462152 -->\n",
       "<g id=\"edge487\" class=\"edge\"><title>139922058463608&#45;&gt;139922058462152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M602.5,-31401.9C602.5,-31393.4 602.5,-31380.6 602.5,-31369.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"606,-31369.7 602.5,-31359.7 599,-31369.7 606,-31369.7\"/>\n",
       "</g>\n",
       "<!-- 139922058463720 -->\n",
       "<g id=\"node489\" class=\"node\"><title>139922058463720</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"784,-31480 663,-31480 663,-31459 784,-31459 784,-31480\"/>\n",
       "<text text-anchor=\"middle\" x=\"723.5\" y=\"-31466.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058463720&#45;&gt;139922058463608 -->\n",
       "<g id=\"edge488\" class=\"edge\"><title>139922058463720&#45;&gt;139922058463608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M702.423,-31458.9C683.195,-31450.2 654.558,-31437.2 632.863,-31427.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"634.293,-31424.1 623.741,-31423.2 631.396,-31430.5 634.293,-31424.1\"/>\n",
       "</g>\n",
       "<!-- 139922058463888 -->\n",
       "<g id=\"node490\" class=\"node\"><title>139922058463888</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"699,-31543.5 592,-31543.5 592,-31522.5 699,-31522.5 699,-31543.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"645.5\" y=\"-31529.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058463888&#45;&gt;139922058463720 -->\n",
       "<g id=\"edge489\" class=\"edge\"><title>139922058463888&#45;&gt;139922058463720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M657.688,-31522.4C669.937,-31512.7 689.026,-31497.7 703.498,-31486.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"705.712,-31489 711.398,-31480 701.378,-31483.5 705.712,-31489\"/>\n",
       "</g>\n",
       "<!-- 139922058464112 -->\n",
       "<g id=\"node491\" class=\"node\"><title>139922058464112</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"702,-31613.5 589,-31613.5 589,-31592.5 702,-31592.5 702,-31613.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"645.5\" y=\"-31599.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058464112&#45;&gt;139922058463888 -->\n",
       "<g id=\"edge490\" class=\"edge\"><title>139922058464112&#45;&gt;139922058463888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M645.5,-31592.3C645.5,-31582.3 645.5,-31566.4 645.5,-31553.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"649,-31553.7 645.5,-31543.7 642,-31553.7 649,-31553.7\"/>\n",
       "</g>\n",
       "<!-- 139922058464280 -->\n",
       "<g id=\"node492\" class=\"node\"><title>139922058464280</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"784,-31677 663,-31677 663,-31656 784,-31656 784,-31677\"/>\n",
       "<text text-anchor=\"middle\" x=\"723.5\" y=\"-31663.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058464280&#45;&gt;139922058464112 -->\n",
       "<g id=\"edge491\" class=\"edge\"><title>139922058464280&#45;&gt;139922058464112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M711.312,-31655.9C699.063,-31646.2 679.974,-31631.2 665.502,-31619.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"667.622,-31617 657.602,-31613.5 663.288,-31622.5 667.622,-31617\"/>\n",
       "</g>\n",
       "<!-- 139922058464392 -->\n",
       "<g id=\"node493\" class=\"node\"><title>139922058464392</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"699,-31740.5 592,-31740.5 592,-31719.5 699,-31719.5 699,-31740.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"645.5\" y=\"-31726.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058464392&#45;&gt;139922058464280 -->\n",
       "<g id=\"edge492\" class=\"edge\"><title>139922058464392&#45;&gt;139922058464280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M657.688,-31719.4C669.937,-31709.7 689.026,-31694.7 703.498,-31683.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"705.712,-31686 711.398,-31677 701.378,-31680.5 705.712,-31686\"/>\n",
       "</g>\n",
       "<!-- 139922058464616 -->\n",
       "<g id=\"node494\" class=\"node\"><title>139922058464616</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"702,-31810.5 589,-31810.5 589,-31789.5 702,-31789.5 702,-31810.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"645.5\" y=\"-31796.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058464616&#45;&gt;139922058464392 -->\n",
       "<g id=\"edge493\" class=\"edge\"><title>139922058464616&#45;&gt;139922058464392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M645.5,-31789.3C645.5,-31779.3 645.5,-31763.4 645.5,-31750.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"649,-31750.7 645.5,-31740.7 642,-31750.7 649,-31750.7\"/>\n",
       "</g>\n",
       "<!-- 139922058464784 -->\n",
       "<g id=\"node495\" class=\"node\"><title>139922058464784</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"783,-31874 662,-31874 662,-31853 783,-31853 783,-31874\"/>\n",
       "<text text-anchor=\"middle\" x=\"722.5\" y=\"-31860.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058464784&#45;&gt;139922058464616 -->\n",
       "<g id=\"edge494\" class=\"edge\"><title>139922058464784&#45;&gt;139922058464616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M710.469,-31852.9C698.489,-31843.3 679.883,-31828.5 665.648,-31817.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"667.445,-31814 657.447,-31810.5 663.076,-31819.5 667.445,-31814\"/>\n",
       "</g>\n",
       "<!-- 139922058464896 -->\n",
       "<g id=\"node496\" class=\"node\"><title>139922058464896</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"694,-31937.5 587,-31937.5 587,-31916.5 694,-31916.5 694,-31937.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"640.5\" y=\"-31923.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058464896&#45;&gt;139922058464784 -->\n",
       "<g id=\"edge495\" class=\"edge\"><title>139922058464896&#45;&gt;139922058464784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M653.312,-31916.4C666.19,-31906.7 686.258,-31891.7 701.472,-31880.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"703.877,-31882.8 709.777,-31874 699.677,-31877.2 703.877,-31882.8\"/>\n",
       "</g>\n",
       "<!-- 139922058463776 -->\n",
       "<g id=\"node497\" class=\"node\"><title>139922058463776</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"615,-32007.5 502,-32007.5 502,-31986.5 615,-31986.5 615,-32007.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"558.5\" y=\"-31993.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058463776&#45;&gt;139922058463608 -->\n",
       "<g id=\"edge537\" class=\"edge\"><title>139922058463776&#45;&gt;139922058463608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M558.5,-31986.4C558.5,-31964.7 558.5,-31910.2 558.5,-31864.5 558.5,-31864.5 558.5,-31864.5 558.5,-31532 558.5,-31494.7 577.872,-31454.7 590.908,-31432.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"594.081,-31433.6 596.196,-31423.2 588.069,-31430 594.081,-31433.6\"/>\n",
       "</g>\n",
       "<!-- 139922058463776&#45;&gt;139922058464896 -->\n",
       "<g id=\"edge496\" class=\"edge\"><title>139922058463776&#45;&gt;139922058464896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M570.249,-31986.3C583.476,-31975.3 605.179,-31957.3 620.966,-31944.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"623.574,-31946.6 629.038,-31937.5 619.106,-31941.2 623.574,-31946.6\"/>\n",
       "</g>\n",
       "<!-- 139922058465232 -->\n",
       "<g id=\"node498\" class=\"node\"><title>139922058465232</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"604.5,-32071 512.5,-32071 512.5,-32050 604.5,-32050 604.5,-32071\"/>\n",
       "<text text-anchor=\"middle\" x=\"558.5\" y=\"-32057.4\" font-family=\"Times,serif\" font-size=\"12.00\">AddBackward1</text>\n",
       "</g>\n",
       "<!-- 139922058465232&#45;&gt;139922058463776 -->\n",
       "<g id=\"edge497\" class=\"edge\"><title>139922058465232&#45;&gt;139922058463776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M558.5,-32049.9C558.5,-32041.4 558.5,-32028.6 558.5,-32017.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"562,-32017.7 558.5,-32007.7 555,-32017.7 562,-32017.7\"/>\n",
       "</g>\n",
       "<!-- 139922058436736 -->\n",
       "<g id=\"node499\" class=\"node\"><title>139922058436736</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"740,-32128 619,-32128 619,-32107 740,-32107 740,-32128\"/>\n",
       "<text text-anchor=\"middle\" x=\"679.5\" y=\"-32114.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058436736&#45;&gt;139922058465232 -->\n",
       "<g id=\"edge498\" class=\"edge\"><title>139922058436736&#45;&gt;139922058465232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M658.423,-32106.9C639.195,-32098.2 610.558,-32085.2 588.863,-32075.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"590.293,-32072.1 579.741,-32071.2 587.396,-32078.5 590.293,-32072.1\"/>\n",
       "</g>\n",
       "<!-- 139922058436904 -->\n",
       "<g id=\"node500\" class=\"node\"><title>139922058436904</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"655,-32191.5 548,-32191.5 548,-32170.5 655,-32170.5 655,-32191.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"601.5\" y=\"-32177.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058436904&#45;&gt;139922058436736 -->\n",
       "<g id=\"edge499\" class=\"edge\"><title>139922058436904&#45;&gt;139922058436736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M613.688,-32170.4C625.937,-32160.7 645.026,-32145.7 659.498,-32134.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"661.712,-32137 667.398,-32128 657.378,-32131.5 661.712,-32137\"/>\n",
       "</g>\n",
       "<!-- 139922058437128 -->\n",
       "<g id=\"node501\" class=\"node\"><title>139922058437128</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"658,-32261.5 545,-32261.5 545,-32240.5 658,-32240.5 658,-32261.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"601.5\" y=\"-32247.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058437128&#45;&gt;139922058436904 -->\n",
       "<g id=\"edge500\" class=\"edge\"><title>139922058437128&#45;&gt;139922058436904</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M601.5,-32240.3C601.5,-32230.3 601.5,-32214.4 601.5,-32201.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"605,-32201.7 601.5,-32191.7 598,-32201.7 605,-32201.7\"/>\n",
       "</g>\n",
       "<!-- 139922058437296 -->\n",
       "<g id=\"node502\" class=\"node\"><title>139922058437296</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"740,-32325 619,-32325 619,-32304 740,-32304 740,-32325\"/>\n",
       "<text text-anchor=\"middle\" x=\"679.5\" y=\"-32311.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058437296&#45;&gt;139922058437128 -->\n",
       "<g id=\"edge501\" class=\"edge\"><title>139922058437296&#45;&gt;139922058437128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M667.312,-32303.9C655.063,-32294.2 635.974,-32279.2 621.502,-32267.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"623.622,-32265 613.602,-32261.5 619.288,-32270.5 623.622,-32265\"/>\n",
       "</g>\n",
       "<!-- 139922058437464 -->\n",
       "<g id=\"node503\" class=\"node\"><title>139922058437464</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"693,-32388.5 586,-32388.5 586,-32367.5 693,-32367.5 693,-32388.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"639.5\" y=\"-32374.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058437464&#45;&gt;139922058437296 -->\n",
       "<g id=\"edge502\" class=\"edge\"><title>139922058437464&#45;&gt;139922058437296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M645.75,-32367.4C651.586,-32358.4 660.451,-32344.8 667.631,-32333.7\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"670.644,-32335.5 673.162,-32325.2 664.776,-32331.7 670.644,-32335.5\"/>\n",
       "</g>\n",
       "<!-- 139922058437688 -->\n",
       "<g id=\"node504\" class=\"node\"><title>139922058437688</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"696,-32458.5 583,-32458.5 583,-32437.5 696,-32437.5 696,-32458.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"639.5\" y=\"-32444.9\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058437688&#45;&gt;139922058437464 -->\n",
       "<g id=\"edge503\" class=\"edge\"><title>139922058437688&#45;&gt;139922058437464</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M639.5,-32437.3C639.5,-32427.3 639.5,-32411.4 639.5,-32398.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"643,-32398.7 639.5,-32388.7 636,-32398.7 643,-32398.7\"/>\n",
       "</g>\n",
       "<!-- 139922058437856 -->\n",
       "<g id=\"node505\" class=\"node\"><title>139922058437856</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"783,-32522 662,-32522 662,-32501 783,-32501 783,-32522\"/>\n",
       "<text text-anchor=\"middle\" x=\"722.5\" y=\"-32508.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058437856&#45;&gt;139922058437688 -->\n",
       "<g id=\"edge504\" class=\"edge\"><title>139922058437856&#45;&gt;139922058437688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M709.531,-32500.9C696.497,-32491.2 676.184,-32476.2 660.784,-32464.8\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"662.496,-32461.7 652.378,-32458.5 658.329,-32467.3 662.496,-32461.7\"/>\n",
       "</g>\n",
       "<!-- 139922058438024 -->\n",
       "<g id=\"node506\" class=\"node\"><title>139922058438024</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"698,-32585.5 591,-32585.5 591,-32564.5 698,-32564.5 698,-32585.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"644.5\" y=\"-32571.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058438024&#45;&gt;139922058437856 -->\n",
       "<g id=\"edge505\" class=\"edge\"><title>139922058438024&#45;&gt;139922058437856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M656.688,-32564.4C668.937,-32554.7 688.026,-32539.7 702.498,-32528.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"704.712,-32531 710.398,-32522 700.378,-32525.5 704.712,-32531\"/>\n",
       "</g>\n",
       "<!-- 139922058438248 -->\n",
       "<g id=\"node507\" class=\"node\"><title>139922058438248</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"644.5,-32655.5 520.5,-32655.5 520.5,-32634.5 644.5,-32634.5 644.5,-32655.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"582.5\" y=\"-32641.9\" font-family=\"Times,serif\" font-size=\"12.00\">MaxPool2DBackward</text>\n",
       "</g>\n",
       "<!-- 139922058438248&#45;&gt;139922058438024 -->\n",
       "<g id=\"edge506\" class=\"edge\"><title>139922058438248&#45;&gt;139922058438024</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M591.383,-32634.3C601.144,-32623.6 617.008,-32606.2 628.861,-32593.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"631.482,-32595.5 635.633,-32585.7 626.309,-32590.8 631.482,-32595.5\"/>\n",
       "</g>\n",
       "<!-- 139922058437072 -->\n",
       "<g id=\"node524\" class=\"node\"><title>139922058437072</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"573,-32585.5 466,-32585.5 466,-32564.5 573,-32564.5 573,-32585.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"519.5\" y=\"-32571.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058438248&#45;&gt;139922058437072 -->\n",
       "<g id=\"edge524\" class=\"edge\"><title>139922058438248&#45;&gt;139922058437072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M573.474,-32634.3C563.556,-32623.6 547.436,-32606.2 535.391,-32593.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"537.873,-32590.7 528.51,-32585.7 532.738,-32595.4 537.873,-32590.7\"/>\n",
       "</g>\n",
       "<!-- 139922058438416 -->\n",
       "<g id=\"node508\" class=\"node\"><title>139922058438416</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"639,-32719 526,-32719 526,-32698 639,-32698 639,-32719\"/>\n",
       "<text text-anchor=\"middle\" x=\"582.5\" y=\"-32705.4\" font-family=\"Times,serif\" font-size=\"12.00\">ThresholdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058438416&#45;&gt;139922058438248 -->\n",
       "<g id=\"edge507\" class=\"edge\"><title>139922058438416&#45;&gt;139922058438248</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M582.5,-32697.9C582.5,-32689.4 582.5,-32676.6 582.5,-32665.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"586,-32665.7 582.5,-32655.7 579,-32665.7 586,-32665.7\"/>\n",
       "</g>\n",
       "<!-- 139922058438584 -->\n",
       "<g id=\"node509\" class=\"node\"><title>139922058438584</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"643,-32776 522,-32776 522,-32755 643,-32755 643,-32776\"/>\n",
       "<text text-anchor=\"middle\" x=\"582.5\" y=\"-32762.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058438584&#45;&gt;139922058438416 -->\n",
       "<g id=\"edge508\" class=\"edge\"><title>139922058438584&#45;&gt;139922058438416</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M582.5,-32754.9C582.5,-32747.9 582.5,-32738.1 582.5,-32729.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"586,-32729.3 582.5,-32719.3 579,-32729.3 586,-32729.3\"/>\n",
       "</g>\n",
       "<!-- 139922058438752 -->\n",
       "<g id=\"node510\" class=\"node\"><title>139922058438752</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"500,-32839.5 393,-32839.5 393,-32818.5 500,-32818.5 500,-32839.5\"/>\n",
       "<text text-anchor=\"middle\" x=\"446.5\" y=\"-32825.9\" font-family=\"Times,serif\" font-size=\"12.00\">ConvNdBackward</text>\n",
       "</g>\n",
       "<!-- 139922058438752&#45;&gt;139922058438584 -->\n",
       "<g id=\"edge509\" class=\"edge\"><title>139922058438752&#45;&gt;139922058438584</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M467.75,-32818.4C490.405,-32808.1 526.48,-32791.8 552.129,-32780.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"553.73,-32783.4 561.399,-32776 550.845,-32777 553.73,-32783.4\"/>\n",
       "</g>\n",
       "<!-- 139922058438976 -->\n",
       "<g id=\"node511\" class=\"node\"><title>139922058438976</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"516.5,-32916 376.5,-32916 376.5,-32882 516.5,-32882 516.5,-32916\"/>\n",
       "<text text-anchor=\"middle\" x=\"446.5\" y=\"-32902.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"446.5\" y=\"-32889.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64, 3, 7, 7)</text>\n",
       "</g>\n",
       "<!-- 139922058438976&#45;&gt;139922058438752 -->\n",
       "<g id=\"edge510\" class=\"edge\"><title>139922058438976&#45;&gt;139922058438752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M446.5,-32881.9C446.5,-32872.3 446.5,-32860.1 446.5,-32849.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"450,-32849.9 446.5,-32839.9 443,-32849.9 450,-32849.9\"/>\n",
       "</g>\n",
       "<!-- 139922058438808 -->\n",
       "<g id=\"node512\" class=\"node\"><title>139922058438808</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"647,-32846 518,-32846 518,-32812 647,-32812 647,-32846\"/>\n",
       "<text text-anchor=\"middle\" x=\"582.5\" y=\"-32832.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"582.5\" y=\"-32819.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058438808&#45;&gt;139922058438584 -->\n",
       "<g id=\"edge511\" class=\"edge\"><title>139922058438808&#45;&gt;139922058438584</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M582.5,-32811.8C582.5,-32804 582.5,-32794.5 582.5,-32786.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"586,-32786 582.5,-32776 579,-32786 586,-32786\"/>\n",
       "</g>\n",
       "<!-- 139922058438864 -->\n",
       "<g id=\"node513\" class=\"node\"><title>139922058438864</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"781.5,-32846 665.5,-32846 665.5,-32812 781.5,-32812 781.5,-32846\"/>\n",
       "<text text-anchor=\"middle\" x=\"723.5\" y=\"-32832.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"723.5\" y=\"-32819.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058438864&#45;&gt;139922058438584 -->\n",
       "<g id=\"edge512\" class=\"edge\"><title>139922058438864&#45;&gt;139922058438584</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M686.454,-32811.8C663.812,-32802 635.176,-32789.5 613.695,-32780.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"614.942,-32776.8 604.377,-32776 612.143,-32783.2 614.942,-32776.8\"/>\n",
       "</g>\n",
       "<!-- 139922058438304 -->\n",
       "<g id=\"node514\" class=\"node\"><title>139922058438304</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"844.5,-32662 662.5,-32662 662.5,-32628 844.5,-32628 844.5,-32662\"/>\n",
       "<text text-anchor=\"middle\" x=\"753.5\" y=\"-32648.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"753.5\" y=\"-32635.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64, 64, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058438304&#45;&gt;139922058438024 -->\n",
       "<g id=\"edge513\" class=\"edge\"><title>139922058438304&#45;&gt;139922058438024</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M727.669,-32627.9C709.763,-32616.7 686.086,-32601.9 668.575,-32591\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"670.38,-32588 660.043,-32585.7 666.675,-32594 670.38,-32588\"/>\n",
       "</g>\n",
       "<!-- 139922058438080 -->\n",
       "<g id=\"node515\" class=\"node\"><title>139922058438080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"886.5,-32592 716.5,-32592 716.5,-32558 886.5,-32558 886.5,-32592\"/>\n",
       "<text text-anchor=\"middle\" x=\"801.5\" y=\"-32578.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"801.5\" y=\"-32565.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058438080&#45;&gt;139922058437856 -->\n",
       "<g id=\"edge514\" class=\"edge\"><title>139922058438080&#45;&gt;139922058437856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M780.744,-32557.8C769.086,-32548.8 754.593,-32537.5 742.981,-32528.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"744.798,-32525.4 734.757,-32522 740.498,-32530.9 744.798,-32525.4\"/>\n",
       "</g>\n",
       "<!-- 139922058438136 -->\n",
       "<g id=\"node516\" class=\"node\"><title>139922058438136</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1062,-32592 905,-32592 905,-32558 1062,-32558 1062,-32592\"/>\n",
       "<text text-anchor=\"middle\" x=\"983.5\" y=\"-32578.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"983.5\" y=\"-32565.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058438136&#45;&gt;139922058437856 -->\n",
       "<g id=\"edge515\" class=\"edge\"><title>139922058438136&#45;&gt;139922058437856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M915.266,-32557.9C870.71,-32547.4 813.504,-32533.9 773.017,-32524.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"773.638,-32521 763.102,-32522.1 772.033,-32527.8 773.638,-32521\"/>\n",
       "</g>\n",
       "<!-- 139922058437744 -->\n",
       "<g id=\"node517\" class=\"node\"><title>139922058437744</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"896.5,-32465 714.5,-32465 714.5,-32431 896.5,-32431 896.5,-32465\"/>\n",
       "<text text-anchor=\"middle\" x=\"805.5\" y=\"-32451.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"805.5\" y=\"-32438.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64, 64, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058437744&#45;&gt;139922058437464 -->\n",
       "<g id=\"edge516\" class=\"edge\"><title>139922058437744&#45;&gt;139922058437464</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M766.16,-32430.9C737.64,-32419.2 699.505,-32403.6 672.555,-32392.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"673.751,-32389.2 663.171,-32388.7 671.098,-32395.7 673.751,-32389.2\"/>\n",
       "</g>\n",
       "<!-- 139922058437520 -->\n",
       "<g id=\"node518\" class=\"node\"><title>139922058437520</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"881.5,-32395 711.5,-32395 711.5,-32361 881.5,-32361 881.5,-32395\"/>\n",
       "<text text-anchor=\"middle\" x=\"796.5\" y=\"-32381.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"796.5\" y=\"-32368.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058437520&#45;&gt;139922058437296 -->\n",
       "<g id=\"edge517\" class=\"edge\"><title>139922058437520&#45;&gt;139922058437296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M765.76,-32360.8C747.479,-32351.2 724.491,-32339.1 706.844,-32329.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"708.133,-32326.6 697.653,-32325 704.876,-32332.8 708.133,-32326.6\"/>\n",
       "</g>\n",
       "<!-- 139922058437576 -->\n",
       "<g id=\"node519\" class=\"node\"><title>139922058437576</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1057,-32395 900,-32395 900,-32361 1057,-32361 1057,-32395\"/>\n",
       "<text text-anchor=\"middle\" x=\"978.5\" y=\"-32381.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"978.5\" y=\"-32368.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058437576&#45;&gt;139922058437296 -->\n",
       "<g id=\"edge518\" class=\"edge\"><title>139922058437576&#45;&gt;139922058437296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M900.332,-32360.9C848.747,-32350.3 782.364,-32336.7 735.905,-32327.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"736.514,-32323.7 726.014,-32325.1 735.103,-32330.5 736.514,-32323.7\"/>\n",
       "</g>\n",
       "<!-- 139922058437184 -->\n",
       "<g id=\"node520\" class=\"node\"><title>139922058437184</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"858.5,-32268 676.5,-32268 676.5,-32234 858.5,-32234 858.5,-32268\"/>\n",
       "<text text-anchor=\"middle\" x=\"767.5\" y=\"-32254.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"767.5\" y=\"-32241.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 64, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058437184&#45;&gt;139922058436904 -->\n",
       "<g id=\"edge519\" class=\"edge\"><title>139922058437184&#45;&gt;139922058436904</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M728.16,-32233.9C699.64,-32222.2 661.505,-32206.6 634.555,-32195.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"635.751,-32192.2 625.171,-32191.7 633.098,-32198.7 635.751,-32192.2\"/>\n",
       "</g>\n",
       "<!-- 139922058436960 -->\n",
       "<g id=\"node521\" class=\"node\"><title>139922058436960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"843.5,-32198 673.5,-32198 673.5,-32164 843.5,-32164 843.5,-32198\"/>\n",
       "<text text-anchor=\"middle\" x=\"758.5\" y=\"-32184.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"758.5\" y=\"-32171.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058436960&#45;&gt;139922058436736 -->\n",
       "<g id=\"edge520\" class=\"edge\"><title>139922058436960&#45;&gt;139922058436736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M737.744,-32163.8C726.086,-32154.8 711.593,-32143.5 699.981,-32134.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"701.798,-32131.4 691.757,-32128 697.498,-32136.9 701.798,-32131.4\"/>\n",
       "</g>\n",
       "<!-- 139922058437016 -->\n",
       "<g id=\"node522\" class=\"node\"><title>139922058437016</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1019,-32198 862,-32198 862,-32164 1019,-32164 1019,-32198\"/>\n",
       "<text text-anchor=\"middle\" x=\"940.5\" y=\"-32184.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"940.5\" y=\"-32171.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058437016&#45;&gt;139922058436736 -->\n",
       "<g id=\"edge521\" class=\"edge\"><title>139922058437016&#45;&gt;139922058436736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M872.266,-32163.9C827.71,-32153.4 770.504,-32139.9 730.017,-32130.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"730.638,-32127 720.102,-32128.1 729.033,-32133.8 730.638,-32127\"/>\n",
       "</g>\n",
       "<!-- 139922058436792 -->\n",
       "<g id=\"node523\" class=\"node\"><title>139922058436792</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"487,-32522 366,-32522 366,-32501 487,-32501 487,-32522\"/>\n",
       "<text text-anchor=\"middle\" x=\"426.5\" y=\"-32508.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058436792&#45;&gt;139922058465232 -->\n",
       "<g id=\"edge522\" class=\"edge\"><title>139922058436792&#45;&gt;139922058465232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M439.108,-32500.8C463.441,-32480.8 514.5,-32432.6 514.5,-32379 514.5,-32379 514.5,-32379 514.5,-32180 514.5,-32142.7 533.872,-32102.7 546.908,-32080.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"550.081,-32081.6 552.196,-32071.2 544.069,-32078 550.081,-32081.6\"/>\n",
       "</g>\n",
       "<!-- 139922058437072&#45;&gt;139922058436792 -->\n",
       "<g id=\"edge523\" class=\"edge\"><title>139922058437072&#45;&gt;139922058436792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M504.969,-32564.4C490.091,-32554.6 466.75,-32539.1 449.387,-32527.6\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"451.201,-32524.6 440.929,-32522 447.34,-32530.5 451.201,-32524.6\"/>\n",
       "</g>\n",
       "<!-- 139922058437352 -->\n",
       "<g id=\"node525\" class=\"node\"><title>139922058437352</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"503,-32662 282,-32662 282,-32628 503,-32628 503,-32662\"/>\n",
       "<text text-anchor=\"middle\" x=\"392.5\" y=\"-32648.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.downsample.0.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"392.5\" y=\"-32635.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 64, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058437352&#45;&gt;139922058437072 -->\n",
       "<g id=\"edge525\" class=\"edge\"><title>139922058437352&#45;&gt;139922058437072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M422.597,-32627.9C443.843,-32616.5 472.062,-32601.4 492.565,-32590.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"494.227,-32593.5 501.39,-32585.7 490.922,-32587.3 494.227,-32593.5\"/>\n",
       "</g>\n",
       "<!-- 139922058437240 -->\n",
       "<g id=\"node526\" class=\"node\"><title>139922058437240</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"221,-32592 1.42109e-14,-32592 1.42109e-14,-32558 221,-32558 221,-32592\"/>\n",
       "<text text-anchor=\"middle\" x=\"110.5\" y=\"-32578.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.downsample.1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"110.5\" y=\"-32565.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058437240&#45;&gt;139922058436792 -->\n",
       "<g id=\"edge526\" class=\"edge\"><title>139922058437240&#45;&gt;139922058436792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M193.113,-32557.9C247.858,-32547.3 318.376,-32533.5 367.505,-32524\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"368.195,-32527.4 377.342,-32522.1 366.857,-32520.5 368.195,-32527.4\"/>\n",
       "</g>\n",
       "<!-- 139922058437632 -->\n",
       "<g id=\"node527\" class=\"node\"><title>139922058437632</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"447.5,-32592 239.5,-32592 239.5,-32558 447.5,-32558 447.5,-32592\"/>\n",
       "<text text-anchor=\"middle\" x=\"343.5\" y=\"-32578.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.0.downsample.1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"343.5\" y=\"-32565.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058437632&#45;&gt;139922058436792 -->\n",
       "<g id=\"edge527\" class=\"edge\"><title>139922058437632&#45;&gt;139922058436792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M365.307,-32557.8C377.675,-32548.7 393.081,-32537.3 405.34,-32528.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"407.671,-32530.8 413.622,-32522 403.504,-32525.2 407.671,-32530.8\"/>\n",
       "</g>\n",
       "<!-- 139922058465120 -->\n",
       "<g id=\"node528\" class=\"node\"><title>139922058465120</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"815.5,-32014 633.5,-32014 633.5,-31980 815.5,-31980 815.5,-32014\"/>\n",
       "<text text-anchor=\"middle\" x=\"724.5\" y=\"-32000.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"724.5\" y=\"-31987.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058465120&#45;&gt;139922058464896 -->\n",
       "<g id=\"edge528\" class=\"edge\"><title>139922058465120&#45;&gt;139922058464896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M704.593,-31979.9C691.38,-31969.2 674.089,-31955.2 660.797,-31944.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"662.697,-31941.5 652.723,-31937.9 658.293,-31946.9 662.697,-31941.5\"/>\n",
       "</g>\n",
       "<!-- 139922058464952 -->\n",
       "<g id=\"node529\" class=\"node\"><title>139922058464952</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"882.5,-31944 712.5,-31944 712.5,-31910 882.5,-31910 882.5,-31944\"/>\n",
       "<text text-anchor=\"middle\" x=\"797.5\" y=\"-31930.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"797.5\" y=\"-31917.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058464952&#45;&gt;139922058464784 -->\n",
       "<g id=\"edge529\" class=\"edge\"><title>139922058464952&#45;&gt;139922058464784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M777.795,-31909.8C766.727,-31900.8 752.968,-31889.5 741.944,-31880.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"744.088,-31877.7 734.136,-31874 739.65,-31883.1 744.088,-31877.7\"/>\n",
       "</g>\n",
       "<!-- 139922058465008 -->\n",
       "<g id=\"node530\" class=\"node\"><title>139922058465008</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1058,-31944 901,-31944 901,-31910 1058,-31910 1058,-31944\"/>\n",
       "<text text-anchor=\"middle\" x=\"979.5\" y=\"-31930.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"979.5\" y=\"-31917.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058465008&#45;&gt;139922058464784 -->\n",
       "<g id=\"edge530\" class=\"edge\"><title>139922058465008&#45;&gt;139922058464784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M912.312,-31909.9C868.438,-31899.4 812.11,-31885.9 772.243,-31876.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"773.02,-31873 762.48,-31874.1 771.391,-31879.8 773.02,-31873\"/>\n",
       "</g>\n",
       "<!-- 139922058464672 -->\n",
       "<g id=\"node531\" class=\"node\"><title>139922058464672</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"902.5,-31817 720.5,-31817 720.5,-31783 902.5,-31783 902.5,-31817\"/>\n",
       "<text text-anchor=\"middle\" x=\"811.5\" y=\"-31803.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"811.5\" y=\"-31790.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64, 64, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058464672&#45;&gt;139922058464392 -->\n",
       "<g id=\"edge531\" class=\"edge\"><title>139922058464672&#45;&gt;139922058464392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M772.16,-31782.9C743.64,-31771.2 705.505,-31755.6 678.555,-31744.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"679.751,-31741.2 669.171,-31740.7 677.098,-31747.7 679.751,-31741.2\"/>\n",
       "</g>\n",
       "<!-- 139922058464448 -->\n",
       "<g id=\"node532\" class=\"node\"><title>139922058464448</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"887.5,-31747 717.5,-31747 717.5,-31713 887.5,-31713 887.5,-31747\"/>\n",
       "<text text-anchor=\"middle\" x=\"802.5\" y=\"-31733.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"802.5\" y=\"-31720.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058464448&#45;&gt;139922058464280 -->\n",
       "<g id=\"edge532\" class=\"edge\"><title>139922058464448&#45;&gt;139922058464280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M781.744,-31712.8C770.086,-31703.8 755.593,-31692.5 743.981,-31683.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"745.798,-31680.4 735.757,-31677 741.498,-31685.9 745.798,-31680.4\"/>\n",
       "</g>\n",
       "<!-- 139922058464504 -->\n",
       "<g id=\"node533\" class=\"node\"><title>139922058464504</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1063,-31747 906,-31747 906,-31713 1063,-31713 1063,-31747\"/>\n",
       "<text text-anchor=\"middle\" x=\"984.5\" y=\"-31733.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"984.5\" y=\"-31720.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058464504&#45;&gt;139922058464280 -->\n",
       "<g id=\"edge533\" class=\"edge\"><title>139922058464504&#45;&gt;139922058464280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M916.266,-31712.9C871.71,-31702.4 814.504,-31688.9 774.017,-31679.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"774.638,-31676 764.102,-31677.1 773.033,-31682.8 774.638,-31676\"/>\n",
       "</g>\n",
       "<!-- 139922058464168 -->\n",
       "<g id=\"node534\" class=\"node\"><title>139922058464168</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"902.5,-31620 720.5,-31620 720.5,-31586 902.5,-31586 902.5,-31620\"/>\n",
       "<text text-anchor=\"middle\" x=\"811.5\" y=\"-31606.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"811.5\" y=\"-31593.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 64, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058464168&#45;&gt;139922058463888 -->\n",
       "<g id=\"edge534\" class=\"edge\"><title>139922058464168&#45;&gt;139922058463888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M772.16,-31585.9C743.64,-31574.2 705.505,-31558.6 678.555,-31547.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"679.751,-31544.2 669.171,-31543.7 677.098,-31550.7 679.751,-31544.2\"/>\n",
       "</g>\n",
       "<!-- 139922058463944 -->\n",
       "<g id=\"node535\" class=\"node\"><title>139922058463944</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"887.5,-31550 717.5,-31550 717.5,-31516 887.5,-31516 887.5,-31550\"/>\n",
       "<text text-anchor=\"middle\" x=\"802.5\" y=\"-31536.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"802.5\" y=\"-31523.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058463944&#45;&gt;139922058463720 -->\n",
       "<g id=\"edge535\" class=\"edge\"><title>139922058463944&#45;&gt;139922058463720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M781.744,-31515.8C770.086,-31506.8 755.593,-31495.5 743.981,-31486.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"745.798,-31483.4 735.757,-31480 741.498,-31488.9 745.798,-31483.4\"/>\n",
       "</g>\n",
       "<!-- 139922058464000 -->\n",
       "<g id=\"node536\" class=\"node\"><title>139922058464000</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1063,-31550 906,-31550 906,-31516 1063,-31516 1063,-31550\"/>\n",
       "<text text-anchor=\"middle\" x=\"984.5\" y=\"-31536.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.1.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"984.5\" y=\"-31523.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058464000&#45;&gt;139922058463720 -->\n",
       "<g id=\"edge536\" class=\"edge\"><title>139922058464000&#45;&gt;139922058463720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M916.266,-31515.9C871.71,-31505.4 814.504,-31491.9 774.017,-31482.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"774.638,-31479 764.102,-31480.1 773.033,-31485.8 774.638,-31479\"/>\n",
       "</g>\n",
       "<!-- 139922058463496 -->\n",
       "<g id=\"node537\" class=\"node\"><title>139922058463496</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"859.5,-31366 677.5,-31366 677.5,-31332 859.5,-31332 859.5,-31366\"/>\n",
       "<text text-anchor=\"middle\" x=\"768.5\" y=\"-31352.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"768.5\" y=\"-31339.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058463496&#45;&gt;139922058463272 -->\n",
       "<g id=\"edge538\" class=\"edge\"><title>139922058463496&#45;&gt;139922058463272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M748.593,-31331.9C735.38,-31321.2 718.089,-31307.2 704.797,-31296.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"706.697,-31293.5 696.723,-31289.9 702.293,-31298.9 706.697,-31293.5\"/>\n",
       "</g>\n",
       "<!-- 139922058463328 -->\n",
       "<g id=\"node538\" class=\"node\"><title>139922058463328</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"926.5,-31296 756.5,-31296 756.5,-31262 926.5,-31262 926.5,-31296\"/>\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-31282.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"841.5\" y=\"-31269.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058463328&#45;&gt;139922058463160 -->\n",
       "<g id=\"edge539\" class=\"edge\"><title>139922058463328&#45;&gt;139922058463160</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M821.795,-31261.8C810.727,-31252.8 796.968,-31241.5 785.944,-31232.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"788.088,-31229.7 778.136,-31226 783.65,-31235.1 788.088,-31229.7\"/>\n",
       "</g>\n",
       "<!-- 139922058463384 -->\n",
       "<g id=\"node539\" class=\"node\"><title>139922058463384</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1102,-31296 945,-31296 945,-31262 1102,-31262 1102,-31296\"/>\n",
       "<text text-anchor=\"middle\" x=\"1023.5\" y=\"-31282.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1023.5\" y=\"-31269.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058463384&#45;&gt;139922058463160 -->\n",
       "<g id=\"edge540\" class=\"edge\"><title>139922058463384&#45;&gt;139922058463160</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M956.312,-31261.9C912.438,-31251.4 856.11,-31237.9 816.243,-31228.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"817.02,-31225 806.48,-31226.1 815.391,-31231.8 817.02,-31225\"/>\n",
       "</g>\n",
       "<!-- 139922058463048 -->\n",
       "<g id=\"node540\" class=\"node\"><title>139922058463048</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"946.5,-31169 764.5,-31169 764.5,-31135 946.5,-31135 946.5,-31169\"/>\n",
       "<text text-anchor=\"middle\" x=\"855.5\" y=\"-31155.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"855.5\" y=\"-31142.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64, 64, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058463048&#45;&gt;139922058462768 -->\n",
       "<g id=\"edge541\" class=\"edge\"><title>139922058463048&#45;&gt;139922058462768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M816.16,-31134.9C787.64,-31123.2 749.505,-31107.6 722.555,-31096.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"723.751,-31093.2 713.171,-31092.7 721.098,-31099.7 723.751,-31093.2\"/>\n",
       "</g>\n",
       "<!-- 139922058462824 -->\n",
       "<g id=\"node541\" class=\"node\"><title>139922058462824</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"931.5,-31099 761.5,-31099 761.5,-31065 931.5,-31065 931.5,-31099\"/>\n",
       "<text text-anchor=\"middle\" x=\"846.5\" y=\"-31085.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"846.5\" y=\"-31072.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058462824&#45;&gt;139922058462656 -->\n",
       "<g id=\"edge542\" class=\"edge\"><title>139922058462824&#45;&gt;139922058462656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M825.744,-31064.8C814.086,-31055.8 799.593,-31044.5 787.981,-31035.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"789.798,-31032.4 779.757,-31029 785.498,-31037.9 789.798,-31032.4\"/>\n",
       "</g>\n",
       "<!-- 139922058462880 -->\n",
       "<g id=\"node542\" class=\"node\"><title>139922058462880</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1107,-31099 950,-31099 950,-31065 1107,-31065 1107,-31099\"/>\n",
       "<text text-anchor=\"middle\" x=\"1028.5\" y=\"-31085.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1028.5\" y=\"-31072.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (64)</text>\n",
       "</g>\n",
       "<!-- 139922058462880&#45;&gt;139922058462656 -->\n",
       "<g id=\"edge543\" class=\"edge\"><title>139922058462880&#45;&gt;139922058462656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M960.266,-31064.9C915.71,-31054.4 858.504,-31040.9 818.017,-31031.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"818.638,-31028 808.102,-31029.1 817.033,-31034.8 818.638,-31028\"/>\n",
       "</g>\n",
       "<!-- 139922058462544 -->\n",
       "<g id=\"node543\" class=\"node\"><title>139922058462544</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"946.5,-30972 764.5,-30972 764.5,-30938 946.5,-30938 946.5,-30972\"/>\n",
       "<text text-anchor=\"middle\" x=\"855.5\" y=\"-30958.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"855.5\" y=\"-30945.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 64, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058462544&#45;&gt;139922058462264 -->\n",
       "<g id=\"edge544\" class=\"edge\"><title>139922058462544&#45;&gt;139922058462264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M816.16,-30937.9C787.64,-30926.2 749.505,-30910.6 722.555,-30899.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"723.751,-30896.2 713.171,-30895.7 721.098,-30902.7 723.751,-30896.2\"/>\n",
       "</g>\n",
       "<!-- 139922058462320 -->\n",
       "<g id=\"node544\" class=\"node\"><title>139922058462320</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"931.5,-30902 761.5,-30902 761.5,-30868 931.5,-30868 931.5,-30902\"/>\n",
       "<text text-anchor=\"middle\" x=\"846.5\" y=\"-30888.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"846.5\" y=\"-30875.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058462320&#45;&gt;139922058462096 -->\n",
       "<g id=\"edge545\" class=\"edge\"><title>139922058462320&#45;&gt;139922058462096</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M825.744,-30867.8C814.086,-30858.8 799.593,-30847.5 787.981,-30838.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"789.798,-30835.4 779.757,-30832 785.498,-30840.9 789.798,-30835.4\"/>\n",
       "</g>\n",
       "<!-- 139922058462376 -->\n",
       "<g id=\"node545\" class=\"node\"><title>139922058462376</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1107,-30902 950,-30902 950,-30868 1107,-30868 1107,-30902\"/>\n",
       "<text text-anchor=\"middle\" x=\"1028.5\" y=\"-30888.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer1.2.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1028.5\" y=\"-30875.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058462376&#45;&gt;139922058462096 -->\n",
       "<g id=\"edge546\" class=\"edge\"><title>139922058462376&#45;&gt;139922058462096</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M960.266,-30867.9C915.71,-30857.4 858.504,-30843.9 818.017,-30834.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"818.638,-30831 808.102,-30832.1 817.033,-30837.8 818.638,-30831\"/>\n",
       "</g>\n",
       "<!-- 139922058461872 -->\n",
       "<g id=\"node546\" class=\"node\"><title>139922058461872</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"903.5,-30718 721.5,-30718 721.5,-30684 903.5,-30684 903.5,-30718\"/>\n",
       "<text text-anchor=\"middle\" x=\"812.5\" y=\"-30704.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"812.5\" y=\"-30691.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058461872&#45;&gt;139922058461592 -->\n",
       "<g id=\"edge548\" class=\"edge\"><title>139922058461872&#45;&gt;139922058461592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M787.853,-30683.9C770.926,-30672.8 748.592,-30658.2 731.932,-30647.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"733.615,-30644.2 723.33,-30641.7 729.784,-30650.1 733.615,-30644.2\"/>\n",
       "</g>\n",
       "<!-- 139922058461648 -->\n",
       "<g id=\"node547\" class=\"node\"><title>139922058461648</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"950.5,-30648 780.5,-30648 780.5,-30614 950.5,-30614 950.5,-30648\"/>\n",
       "<text text-anchor=\"middle\" x=\"865.5\" y=\"-30634.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"865.5\" y=\"-30621.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058461648&#45;&gt;139922058461480 -->\n",
       "<g id=\"edge549\" class=\"edge\"><title>139922058461648&#45;&gt;139922058461480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M844.744,-30613.8C833.086,-30604.8 818.593,-30593.5 806.981,-30584.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"808.798,-30581.4 798.757,-30578 804.498,-30586.9 808.798,-30581.4\"/>\n",
       "</g>\n",
       "<!-- 139922058461704 -->\n",
       "<g id=\"node548\" class=\"node\"><title>139922058461704</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1126,-30648 969,-30648 969,-30614 1126,-30614 1126,-30648\"/>\n",
       "<text text-anchor=\"middle\" x=\"1047.5\" y=\"-30634.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1047.5\" y=\"-30621.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058461704&#45;&gt;139922058461480 -->\n",
       "<g id=\"edge550\" class=\"edge\"><title>139922058461704&#45;&gt;139922058461480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M979.266,-30613.9C934.71,-30603.4 877.504,-30589.9 837.017,-30580.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"837.638,-30577 827.102,-30578.1 836.033,-30583.8 837.638,-30577\"/>\n",
       "</g>\n",
       "<!-- 139922058461368 -->\n",
       "<g id=\"node549\" class=\"node\"><title>139922058461368</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"960.5,-30521 778.5,-30521 778.5,-30487 960.5,-30487 960.5,-30521\"/>\n",
       "<text text-anchor=\"middle\" x=\"869.5\" y=\"-30507.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"869.5\" y=\"-30494.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058461368&#45;&gt;139922058506080 -->\n",
       "<g id=\"edge551\" class=\"edge\"><title>139922058461368&#45;&gt;139922058506080</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M830.16,-30486.9C801.64,-30475.2 763.505,-30459.6 736.555,-30448.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"737.751,-30445.2 727.171,-30444.7 735.098,-30451.7 737.751,-30445.2\"/>\n",
       "</g>\n",
       "<!-- 139922058506136 -->\n",
       "<g id=\"node550\" class=\"node\"><title>139922058506136</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"945.5,-30451 775.5,-30451 775.5,-30417 945.5,-30417 945.5,-30451\"/>\n",
       "<text text-anchor=\"middle\" x=\"860.5\" y=\"-30437.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"860.5\" y=\"-30424.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058506136&#45;&gt;139922058505968 -->\n",
       "<g id=\"edge552\" class=\"edge\"><title>139922058506136&#45;&gt;139922058505968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M829.76,-30416.8C811.479,-30407.2 788.491,-30395.1 770.844,-30385.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"772.133,-30382.6 761.653,-30381 768.876,-30388.8 772.133,-30382.6\"/>\n",
       "</g>\n",
       "<!-- 139922058506192 -->\n",
       "<g id=\"node551\" class=\"node\"><title>139922058506192</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1121,-30451 964,-30451 964,-30417 1121,-30417 1121,-30451\"/>\n",
       "<text text-anchor=\"middle\" x=\"1042.5\" y=\"-30437.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1042.5\" y=\"-30424.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058506192&#45;&gt;139922058505968 -->\n",
       "<g id=\"edge553\" class=\"edge\"><title>139922058506192&#45;&gt;139922058505968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M964.332,-30416.9C912.747,-30406.3 846.364,-30392.7 799.905,-30383.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"800.514,-30379.7 790.014,-30381.1 799.103,-30386.5 800.514,-30379.7\"/>\n",
       "</g>\n",
       "<!-- 139922058505856 -->\n",
       "<g id=\"node552\" class=\"node\"><title>139922058505856</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"922.5,-30324 740.5,-30324 740.5,-30290 922.5,-30290 922.5,-30324\"/>\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-30310.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"831.5\" y=\"-30297.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058505856&#45;&gt;139922058505576 -->\n",
       "<g id=\"edge554\" class=\"edge\"><title>139922058505856&#45;&gt;139922058505576</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M792.16,-30289.9C763.64,-30278.2 725.505,-30262.6 698.555,-30251.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"699.751,-30248.2 689.171,-30247.7 697.098,-30254.7 699.751,-30248.2\"/>\n",
       "</g>\n",
       "<!-- 139922058505632 -->\n",
       "<g id=\"node553\" class=\"node\"><title>139922058505632</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"907.5,-30254 737.5,-30254 737.5,-30220 907.5,-30220 907.5,-30254\"/>\n",
       "<text text-anchor=\"middle\" x=\"822.5\" y=\"-30240.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"822.5\" y=\"-30227.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058505632&#45;&gt;139922058505408 -->\n",
       "<g id=\"edge555\" class=\"edge\"><title>139922058505632&#45;&gt;139922058505408</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M801.744,-30219.8C790.086,-30210.8 775.593,-30199.5 763.981,-30190.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"765.798,-30187.4 755.757,-30184 761.498,-30192.9 765.798,-30187.4\"/>\n",
       "</g>\n",
       "<!-- 139922058505688 -->\n",
       "<g id=\"node554\" class=\"node\"><title>139922058505688</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1083,-30254 926,-30254 926,-30220 1083,-30220 1083,-30254\"/>\n",
       "<text text-anchor=\"middle\" x=\"1004.5\" y=\"-30240.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1004.5\" y=\"-30227.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058505688&#45;&gt;139922058505408 -->\n",
       "<g id=\"edge556\" class=\"edge\"><title>139922058505688&#45;&gt;139922058505408</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M936.266,-30219.9C891.71,-30209.4 834.504,-30195.9 794.017,-30186.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"794.638,-30183 784.102,-30184.1 793.033,-30189.8 794.638,-30183\"/>\n",
       "</g>\n",
       "<!-- 139922058505464 -->\n",
       "<g id=\"node555\" class=\"node\"><title>139922058505464</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"551,-30578 430,-30578 430,-30557 551,-30557 551,-30578\"/>\n",
       "<text text-anchor=\"middle\" x=\"490.5\" y=\"-30564.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058505464&#45;&gt;139922058505296 -->\n",
       "<g id=\"edge557\" class=\"edge\"><title>139922058505464&#45;&gt;139922058505296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M503.108,-30556.8C527.441,-30536.8 578.5,-30488.6 578.5,-30435 578.5,-30435 578.5,-30435 578.5,-30236 578.5,-30198.7 597.872,-30158.7 610.908,-30136.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"614.081,-30137.6 616.196,-30127.2 608.069,-30134 614.081,-30137.6\"/>\n",
       "</g>\n",
       "<!-- 139922058505744&#45;&gt;139922058505464 -->\n",
       "<g id=\"edge558\" class=\"edge\"><title>139922058505744&#45;&gt;139922058505464</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M568.969,-30620.4C554.091,-30610.6 530.75,-30595.1 513.387,-30583.6\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"515.201,-30580.6 504.929,-30578 511.34,-30586.5 515.201,-30580.6\"/>\n",
       "</g>\n",
       "<!-- 139922058461424 -->\n",
       "<g id=\"node557\" class=\"node\"><title>139922058461424</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"572,-30718 351,-30718 351,-30684 572,-30684 572,-30718\"/>\n",
       "<text text-anchor=\"middle\" x=\"461.5\" y=\"-30704.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.downsample.0.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"461.5\" y=\"-30691.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058461424&#45;&gt;139922058505744 -->\n",
       "<g id=\"edge560\" class=\"edge\"><title>139922058461424&#45;&gt;139922058505744</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M490.412,-30683.9C510.729,-30672.6 537.685,-30657.5 557.359,-30646.6\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"559.073,-30649.6 566.103,-30641.7 555.665,-30643.5 559.073,-30649.6\"/>\n",
       "</g>\n",
       "<!-- 139922058505912 -->\n",
       "<g id=\"node558\" class=\"node\"><title>139922058505912</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"285,-30648 64,-30648 64,-30614 285,-30614 285,-30648\"/>\n",
       "<text text-anchor=\"middle\" x=\"174.5\" y=\"-30634.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.downsample.1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"174.5\" y=\"-30621.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058505912&#45;&gt;139922058505464 -->\n",
       "<g id=\"edge561\" class=\"edge\"><title>139922058505912&#45;&gt;139922058505464</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M257.113,-30613.9C311.858,-30603.3 382.376,-30589.5 431.505,-30580\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"432.195,-30583.4 441.342,-30578.1 430.857,-30576.5 432.195,-30583.4\"/>\n",
       "</g>\n",
       "<!-- 139922058506024 -->\n",
       "<g id=\"node559\" class=\"node\"><title>139922058506024</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"511.5,-30648 303.5,-30648 303.5,-30614 511.5,-30614 511.5,-30648\"/>\n",
       "<text text-anchor=\"middle\" x=\"407.5\" y=\"-30634.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.0.downsample.1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"407.5\" y=\"-30621.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058506024&#45;&gt;139922058505464 -->\n",
       "<g id=\"edge562\" class=\"edge\"><title>139922058506024&#45;&gt;139922058505464</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M429.307,-30613.8C441.675,-30604.7 457.081,-30593.3 469.34,-30584.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"471.671,-30586.8 477.622,-30578 467.504,-30581.2 471.671,-30586.8\"/>\n",
       "</g>\n",
       "<!-- 139922058505184 -->\n",
       "<g id=\"node560\" class=\"node\"><title>139922058505184</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"879.5,-30070 697.5,-30070 697.5,-30036 879.5,-30036 879.5,-30070\"/>\n",
       "<text text-anchor=\"middle\" x=\"788.5\" y=\"-30056.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"788.5\" y=\"-30043.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058505184&#45;&gt;139922058504960 -->\n",
       "<g id=\"edge563\" class=\"edge\"><title>139922058505184&#45;&gt;139922058504960</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M768.593,-30035.9C755.38,-30025.2 738.089,-30011.2 724.797,-30000.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"726.697,-29997.5 716.723,-29993.9 722.293,-30002.9 726.697,-29997.5\"/>\n",
       "</g>\n",
       "<!-- 139922058505016 -->\n",
       "<g id=\"node561\" class=\"node\"><title>139922058505016</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"946.5,-30000 776.5,-30000 776.5,-29966 946.5,-29966 946.5,-30000\"/>\n",
       "<text text-anchor=\"middle\" x=\"861.5\" y=\"-29986.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"861.5\" y=\"-29973.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058505016&#45;&gt;139922058504848 -->\n",
       "<g id=\"edge564\" class=\"edge\"><title>139922058505016&#45;&gt;139922058504848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M841.795,-29965.8C830.727,-29956.8 816.968,-29945.5 805.944,-29936.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"808.088,-29933.7 798.136,-29930 803.65,-29939.1 808.088,-29933.7\"/>\n",
       "</g>\n",
       "<!-- 139922058505072 -->\n",
       "<g id=\"node562\" class=\"node\"><title>139922058505072</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1122,-30000 965,-30000 965,-29966 1122,-29966 1122,-30000\"/>\n",
       "<text text-anchor=\"middle\" x=\"1043.5\" y=\"-29986.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1043.5\" y=\"-29973.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058505072&#45;&gt;139922058504848 -->\n",
       "<g id=\"edge565\" class=\"edge\"><title>139922058505072&#45;&gt;139922058504848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M976.312,-29965.9C932.438,-29955.4 876.11,-29941.9 836.243,-29932.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"837.02,-29929 826.48,-29930.1 835.391,-29935.8 837.02,-29929\"/>\n",
       "</g>\n",
       "<!-- 139922058504736 -->\n",
       "<g id=\"node563\" class=\"node\"><title>139922058504736</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"966.5,-29873 784.5,-29873 784.5,-29839 966.5,-29839 966.5,-29873\"/>\n",
       "<text text-anchor=\"middle\" x=\"875.5\" y=\"-29859.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"875.5\" y=\"-29846.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058504736&#45;&gt;139922058504456 -->\n",
       "<g id=\"edge566\" class=\"edge\"><title>139922058504736&#45;&gt;139922058504456</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M836.16,-29838.9C807.64,-29827.2 769.505,-29811.6 742.555,-29800.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"743.751,-29797.2 733.171,-29796.7 741.098,-29803.7 743.751,-29797.2\"/>\n",
       "</g>\n",
       "<!-- 139922058504512 -->\n",
       "<g id=\"node564\" class=\"node\"><title>139922058504512</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"951.5,-29803 781.5,-29803 781.5,-29769 951.5,-29769 951.5,-29803\"/>\n",
       "<text text-anchor=\"middle\" x=\"866.5\" y=\"-29789.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"866.5\" y=\"-29776.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058504512&#45;&gt;139922058504344 -->\n",
       "<g id=\"edge567\" class=\"edge\"><title>139922058504512&#45;&gt;139922058504344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M845.744,-29768.8C834.086,-29759.8 819.593,-29748.5 807.981,-29739.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"809.798,-29736.4 799.757,-29733 805.498,-29741.9 809.798,-29736.4\"/>\n",
       "</g>\n",
       "<!-- 139922058504568 -->\n",
       "<g id=\"node565\" class=\"node\"><title>139922058504568</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1127,-29803 970,-29803 970,-29769 1127,-29769 1127,-29803\"/>\n",
       "<text text-anchor=\"middle\" x=\"1048.5\" y=\"-29789.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1048.5\" y=\"-29776.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058504568&#45;&gt;139922058504344 -->\n",
       "<g id=\"edge568\" class=\"edge\"><title>139922058504568&#45;&gt;139922058504344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M980.266,-29768.9C935.71,-29758.4 878.504,-29744.9 838.017,-29735.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"838.638,-29732 828.102,-29733.1 837.033,-29738.8 838.638,-29732\"/>\n",
       "</g>\n",
       "<!-- 139922058504232 -->\n",
       "<g id=\"node566\" class=\"node\"><title>139922058504232</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"966.5,-29676 784.5,-29676 784.5,-29642 966.5,-29642 966.5,-29676\"/>\n",
       "<text text-anchor=\"middle\" x=\"875.5\" y=\"-29662.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"875.5\" y=\"-29649.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058504232&#45;&gt;139922058503952 -->\n",
       "<g id=\"edge569\" class=\"edge\"><title>139922058504232&#45;&gt;139922058503952</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M836.16,-29641.9C807.64,-29630.2 769.505,-29614.6 742.555,-29603.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"743.751,-29600.2 733.171,-29599.7 741.098,-29606.7 743.751,-29600.2\"/>\n",
       "</g>\n",
       "<!-- 139922058504008 -->\n",
       "<g id=\"node567\" class=\"node\"><title>139922058504008</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"951.5,-29606 781.5,-29606 781.5,-29572 951.5,-29572 951.5,-29606\"/>\n",
       "<text text-anchor=\"middle\" x=\"866.5\" y=\"-29592.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"866.5\" y=\"-29579.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058504008&#45;&gt;139922058503784 -->\n",
       "<g id=\"edge570\" class=\"edge\"><title>139922058504008&#45;&gt;139922058503784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M845.744,-29571.8C834.086,-29562.8 819.593,-29551.5 807.981,-29542.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"809.798,-29539.4 799.757,-29536 805.498,-29544.9 809.798,-29539.4\"/>\n",
       "</g>\n",
       "<!-- 139922058504064 -->\n",
       "<g id=\"node568\" class=\"node\"><title>139922058504064</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1127,-29606 970,-29606 970,-29572 1127,-29572 1127,-29606\"/>\n",
       "<text text-anchor=\"middle\" x=\"1048.5\" y=\"-29592.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.1.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1048.5\" y=\"-29579.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058504064&#45;&gt;139922058503784 -->\n",
       "<g id=\"edge571\" class=\"edge\"><title>139922058504064&#45;&gt;139922058503784</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M980.266,-29571.9C935.71,-29561.4 878.504,-29547.9 838.017,-29538.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"838.638,-29535 828.102,-29536.1 837.033,-29541.8 838.638,-29535\"/>\n",
       "</g>\n",
       "<!-- 139922058503560 -->\n",
       "<g id=\"node569\" class=\"node\"><title>139922058503560</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"923.5,-29422 741.5,-29422 741.5,-29388 923.5,-29388 923.5,-29422\"/>\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-29408.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"832.5\" y=\"-29395.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058503560&#45;&gt;139922058503336 -->\n",
       "<g id=\"edge573\" class=\"edge\"><title>139922058503560&#45;&gt;139922058503336</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M812.593,-29387.9C799.38,-29377.2 782.089,-29363.2 768.797,-29352.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"770.697,-29349.5 760.723,-29345.9 766.293,-29354.9 770.697,-29349.5\"/>\n",
       "</g>\n",
       "<!-- 139922058503392 -->\n",
       "<g id=\"node570\" class=\"node\"><title>139922058503392</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"990.5,-29352 820.5,-29352 820.5,-29318 990.5,-29318 990.5,-29352\"/>\n",
       "<text text-anchor=\"middle\" x=\"905.5\" y=\"-29338.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"905.5\" y=\"-29325.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058503392&#45;&gt;139922058503224 -->\n",
       "<g id=\"edge574\" class=\"edge\"><title>139922058503392&#45;&gt;139922058503224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M885.795,-29317.8C874.727,-29308.8 860.968,-29297.5 849.944,-29288.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"852.088,-29285.7 842.136,-29282 847.65,-29291.1 852.088,-29285.7\"/>\n",
       "</g>\n",
       "<!-- 139922058503448 -->\n",
       "<g id=\"node571\" class=\"node\"><title>139922058503448</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1166,-29352 1009,-29352 1009,-29318 1166,-29318 1166,-29352\"/>\n",
       "<text text-anchor=\"middle\" x=\"1087.5\" y=\"-29338.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1087.5\" y=\"-29325.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058503448&#45;&gt;139922058503224 -->\n",
       "<g id=\"edge575\" class=\"edge\"><title>139922058503448&#45;&gt;139922058503224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1020.31,-29317.9C976.438,-29307.4 920.11,-29293.9 880.243,-29284.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"881.02,-29281 870.48,-29282.1 879.391,-29287.8 881.02,-29281\"/>\n",
       "</g>\n",
       "<!-- 139922058503112 -->\n",
       "<g id=\"node572\" class=\"node\"><title>139922058503112</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1010.5,-29225 828.5,-29225 828.5,-29191 1010.5,-29191 1010.5,-29225\"/>\n",
       "<text text-anchor=\"middle\" x=\"919.5\" y=\"-29211.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"919.5\" y=\"-29198.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058503112&#45;&gt;139922058502832 -->\n",
       "<g id=\"edge576\" class=\"edge\"><title>139922058503112&#45;&gt;139922058502832</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M880.16,-29190.9C851.64,-29179.2 813.505,-29163.6 786.555,-29152.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"787.751,-29149.2 777.171,-29148.7 785.098,-29155.7 787.751,-29149.2\"/>\n",
       "</g>\n",
       "<!-- 139922058502888 -->\n",
       "<g id=\"node573\" class=\"node\"><title>139922058502888</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"995.5,-29155 825.5,-29155 825.5,-29121 995.5,-29121 995.5,-29155\"/>\n",
       "<text text-anchor=\"middle\" x=\"910.5\" y=\"-29141.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"910.5\" y=\"-29128.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058502888&#45;&gt;139922058502720 -->\n",
       "<g id=\"edge577\" class=\"edge\"><title>139922058502888&#45;&gt;139922058502720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M889.744,-29120.8C878.086,-29111.8 863.593,-29100.5 851.981,-29091.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"853.798,-29088.4 843.757,-29085 849.498,-29093.9 853.798,-29088.4\"/>\n",
       "</g>\n",
       "<!-- 139922058502944 -->\n",
       "<g id=\"node574\" class=\"node\"><title>139922058502944</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1171,-29155 1014,-29155 1014,-29121 1171,-29121 1171,-29155\"/>\n",
       "<text text-anchor=\"middle\" x=\"1092.5\" y=\"-29141.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1092.5\" y=\"-29128.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058502944&#45;&gt;139922058502720 -->\n",
       "<g id=\"edge578\" class=\"edge\"><title>139922058502944&#45;&gt;139922058502720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1024.27,-29120.9C979.71,-29110.4 922.504,-29096.9 882.017,-29087.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"882.638,-29084 872.102,-29085.1 881.033,-29090.8 882.638,-29084\"/>\n",
       "</g>\n",
       "<!-- 139922058502608 -->\n",
       "<g id=\"node575\" class=\"node\"><title>139922058502608</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1010.5,-29028 828.5,-29028 828.5,-28994 1010.5,-28994 1010.5,-29028\"/>\n",
       "<text text-anchor=\"middle\" x=\"919.5\" y=\"-29014.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"919.5\" y=\"-29001.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058502608&#45;&gt;139922058502328 -->\n",
       "<g id=\"edge579\" class=\"edge\"><title>139922058502608&#45;&gt;139922058502328</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M880.16,-28993.9C851.64,-28982.2 813.505,-28966.6 786.555,-28955.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"787.751,-28952.2 777.171,-28951.7 785.098,-28958.7 787.751,-28952.2\"/>\n",
       "</g>\n",
       "<!-- 139922058502384 -->\n",
       "<g id=\"node576\" class=\"node\"><title>139922058502384</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"995.5,-28958 825.5,-28958 825.5,-28924 995.5,-28924 995.5,-28958\"/>\n",
       "<text text-anchor=\"middle\" x=\"910.5\" y=\"-28944.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"910.5\" y=\"-28931.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058502384&#45;&gt;139922058473424 -->\n",
       "<g id=\"edge580\" class=\"edge\"><title>139922058502384&#45;&gt;139922058473424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M889.744,-28923.8C878.086,-28914.8 863.593,-28903.5 851.981,-28894.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"853.798,-28891.4 843.757,-28888 849.498,-28896.9 853.798,-28891.4\"/>\n",
       "</g>\n",
       "<!-- 139922058502440 -->\n",
       "<g id=\"node577\" class=\"node\"><title>139922058502440</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1171,-28958 1014,-28958 1014,-28924 1171,-28924 1171,-28958\"/>\n",
       "<text text-anchor=\"middle\" x=\"1092.5\" y=\"-28944.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.2.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1092.5\" y=\"-28931.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058502440&#45;&gt;139922058473424 -->\n",
       "<g id=\"edge581\" class=\"edge\"><title>139922058502440&#45;&gt;139922058473424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1024.27,-28923.9C979.71,-28913.4 922.504,-28899.9 882.017,-28890.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"882.638,-28887 872.102,-28888.1 881.033,-28893.8 882.638,-28887\"/>\n",
       "</g>\n",
       "<!-- 139922058473200 -->\n",
       "<g id=\"node578\" class=\"node\"><title>139922058473200</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"967.5,-28774 785.5,-28774 785.5,-28740 967.5,-28740 967.5,-28774\"/>\n",
       "<text text-anchor=\"middle\" x=\"876.5\" y=\"-28760.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"876.5\" y=\"-28747.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058473200&#45;&gt;139922058472976 -->\n",
       "<g id=\"edge583\" class=\"edge\"><title>139922058473200&#45;&gt;139922058472976</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M856.593,-28739.9C843.38,-28729.2 826.089,-28715.2 812.797,-28704.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"814.697,-28701.5 804.723,-28697.9 810.293,-28706.9 814.697,-28701.5\"/>\n",
       "</g>\n",
       "<!-- 139922058473032 -->\n",
       "<g id=\"node579\" class=\"node\"><title>139922058473032</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1034.5,-28704 864.5,-28704 864.5,-28670 1034.5,-28670 1034.5,-28704\"/>\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-28690.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"949.5\" y=\"-28677.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058473032&#45;&gt;139922058472864 -->\n",
       "<g id=\"edge584\" class=\"edge\"><title>139922058473032&#45;&gt;139922058472864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M929.795,-28669.8C918.727,-28660.8 904.968,-28649.5 893.944,-28640.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"896.088,-28637.7 886.136,-28634 891.65,-28643.1 896.088,-28637.7\"/>\n",
       "</g>\n",
       "<!-- 139922058473088 -->\n",
       "<g id=\"node580\" class=\"node\"><title>139922058473088</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1210,-28704 1053,-28704 1053,-28670 1210,-28670 1210,-28704\"/>\n",
       "<text text-anchor=\"middle\" x=\"1131.5\" y=\"-28690.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1131.5\" y=\"-28677.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058473088&#45;&gt;139922058472864 -->\n",
       "<g id=\"edge585\" class=\"edge\"><title>139922058473088&#45;&gt;139922058472864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1064.31,-28669.9C1020.44,-28659.4 964.11,-28645.9 924.243,-28636.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"925.02,-28633 914.48,-28634.1 923.391,-28639.8 925.02,-28633\"/>\n",
       "</g>\n",
       "<!-- 139922058472752 -->\n",
       "<g id=\"node581\" class=\"node\"><title>139922058472752</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1054.5,-28577 872.5,-28577 872.5,-28543 1054.5,-28543 1054.5,-28577\"/>\n",
       "<text text-anchor=\"middle\" x=\"963.5\" y=\"-28563.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"963.5\" y=\"-28550.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058472752&#45;&gt;139922058472472 -->\n",
       "<g id=\"edge586\" class=\"edge\"><title>139922058472752&#45;&gt;139922058472472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M924.16,-28542.9C895.64,-28531.2 857.505,-28515.6 830.555,-28504.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"831.751,-28501.2 821.171,-28500.7 829.098,-28507.7 831.751,-28501.2\"/>\n",
       "</g>\n",
       "<!-- 139922058472528 -->\n",
       "<g id=\"node582\" class=\"node\"><title>139922058472528</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1039.5,-28507 869.5,-28507 869.5,-28473 1039.5,-28473 1039.5,-28507\"/>\n",
       "<text text-anchor=\"middle\" x=\"954.5\" y=\"-28493.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"954.5\" y=\"-28480.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058472528&#45;&gt;139922058472360 -->\n",
       "<g id=\"edge587\" class=\"edge\"><title>139922058472528&#45;&gt;139922058472360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M933.744,-28472.8C922.086,-28463.8 907.593,-28452.5 895.981,-28443.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"897.798,-28440.4 887.757,-28437 893.498,-28445.9 897.798,-28440.4\"/>\n",
       "</g>\n",
       "<!-- 139922058472584 -->\n",
       "<g id=\"node583\" class=\"node\"><title>139922058472584</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1215,-28507 1058,-28507 1058,-28473 1215,-28473 1215,-28507\"/>\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-28493.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-28480.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058472584&#45;&gt;139922058472360 -->\n",
       "<g id=\"edge588\" class=\"edge\"><title>139922058472584&#45;&gt;139922058472360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1068.27,-28472.9C1023.71,-28462.4 966.504,-28448.9 926.017,-28439.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"926.638,-28436 916.102,-28437.1 925.033,-28442.8 926.638,-28436\"/>\n",
       "</g>\n",
       "<!-- 139922058472248 -->\n",
       "<g id=\"node584\" class=\"node\"><title>139922058472248</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1054.5,-28380 872.5,-28380 872.5,-28346 1054.5,-28346 1054.5,-28380\"/>\n",
       "<text text-anchor=\"middle\" x=\"963.5\" y=\"-28366.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"963.5\" y=\"-28353.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058472248&#45;&gt;139922058471968 -->\n",
       "<g id=\"edge589\" class=\"edge\"><title>139922058472248&#45;&gt;139922058471968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M924.16,-28345.9C895.64,-28334.2 857.505,-28318.6 830.555,-28307.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"831.751,-28304.2 821.171,-28303.7 829.098,-28310.7 831.751,-28304.2\"/>\n",
       "</g>\n",
       "<!-- 139922058472024 -->\n",
       "<g id=\"node585\" class=\"node\"><title>139922058472024</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1039.5,-28310 869.5,-28310 869.5,-28276 1039.5,-28276 1039.5,-28310\"/>\n",
       "<text text-anchor=\"middle\" x=\"954.5\" y=\"-28296.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"954.5\" y=\"-28283.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058472024&#45;&gt;139922058471800 -->\n",
       "<g id=\"edge590\" class=\"edge\"><title>139922058472024&#45;&gt;139922058471800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M933.744,-28275.8C922.086,-28266.8 907.593,-28255.5 895.981,-28246.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"897.798,-28243.4 887.757,-28240 893.498,-28248.9 897.798,-28243.4\"/>\n",
       "</g>\n",
       "<!-- 139922058472080 -->\n",
       "<g id=\"node586\" class=\"node\"><title>139922058472080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1215,-28310 1058,-28310 1058,-28276 1215,-28276 1215,-28310\"/>\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-28296.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.3.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1136.5\" y=\"-28283.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058472080&#45;&gt;139922058471800 -->\n",
       "<g id=\"edge591\" class=\"edge\"><title>139922058472080&#45;&gt;139922058471800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1068.27,-28275.9C1023.71,-28265.4 966.504,-28251.9 926.017,-28242.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"926.638,-28239 916.102,-28240.1 925.033,-28245.8 926.638,-28239\"/>\n",
       "</g>\n",
       "<!-- 139922058471576 -->\n",
       "<g id=\"node587\" class=\"node\"><title>139922058471576</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1011.5,-28126 829.5,-28126 829.5,-28092 1011.5,-28092 1011.5,-28126\"/>\n",
       "<text text-anchor=\"middle\" x=\"920.5\" y=\"-28112.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"920.5\" y=\"-28099.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058471576&#45;&gt;139922058471352 -->\n",
       "<g id=\"edge593\" class=\"edge\"><title>139922058471576&#45;&gt;139922058471352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M900.593,-28091.9C887.38,-28081.2 870.089,-28067.2 856.797,-28056.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"858.697,-28053.5 848.723,-28049.9 854.293,-28058.9 858.697,-28053.5\"/>\n",
       "</g>\n",
       "<!-- 139922058471408 -->\n",
       "<g id=\"node588\" class=\"node\"><title>139922058471408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1078.5,-28056 908.5,-28056 908.5,-28022 1078.5,-28022 1078.5,-28056\"/>\n",
       "<text text-anchor=\"middle\" x=\"993.5\" y=\"-28042.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"993.5\" y=\"-28029.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058471408&#45;&gt;139922058471240 -->\n",
       "<g id=\"edge594\" class=\"edge\"><title>139922058471408&#45;&gt;139922058471240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M973.795,-28021.8C962.727,-28012.8 948.968,-28001.5 937.944,-27992.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"940.088,-27989.7 930.136,-27986 935.65,-27995.1 940.088,-27989.7\"/>\n",
       "</g>\n",
       "<!-- 139922058471464 -->\n",
       "<g id=\"node589\" class=\"node\"><title>139922058471464</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1254,-28056 1097,-28056 1097,-28022 1254,-28022 1254,-28056\"/>\n",
       "<text text-anchor=\"middle\" x=\"1175.5\" y=\"-28042.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1175.5\" y=\"-28029.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058471464&#45;&gt;139922058471240 -->\n",
       "<g id=\"edge595\" class=\"edge\"><title>139922058471464&#45;&gt;139922058471240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1108.31,-28021.9C1064.44,-28011.4 1008.11,-27997.9 968.243,-27988.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"969.02,-27985 958.48,-27986.1 967.391,-27991.8 969.02,-27985\"/>\n",
       "</g>\n",
       "<!-- 139922058471128 -->\n",
       "<g id=\"node590\" class=\"node\"><title>139922058471128</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1098.5,-27929 916.5,-27929 916.5,-27895 1098.5,-27895 1098.5,-27929\"/>\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-27915.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-27902.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058471128&#45;&gt;139922058470848 -->\n",
       "<g id=\"edge596\" class=\"edge\"><title>139922058471128&#45;&gt;139922058470848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M968.16,-27894.9C939.64,-27883.2 901.505,-27867.6 874.555,-27856.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"875.751,-27853.2 865.171,-27852.7 873.098,-27859.7 875.751,-27853.2\"/>\n",
       "</g>\n",
       "<!-- 139922058470904 -->\n",
       "<g id=\"node591\" class=\"node\"><title>139922058470904</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1083.5,-27859 913.5,-27859 913.5,-27825 1083.5,-27825 1083.5,-27859\"/>\n",
       "<text text-anchor=\"middle\" x=\"998.5\" y=\"-27845.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"998.5\" y=\"-27832.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058470904&#45;&gt;139922058470736 -->\n",
       "<g id=\"edge597\" class=\"edge\"><title>139922058470904&#45;&gt;139922058470736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M977.744,-27824.8C966.086,-27815.8 951.593,-27804.5 939.981,-27795.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"941.798,-27792.4 931.757,-27789 937.498,-27797.9 941.798,-27792.4\"/>\n",
       "</g>\n",
       "<!-- 139922058470960 -->\n",
       "<g id=\"node592\" class=\"node\"><title>139922058470960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1259,-27859 1102,-27859 1102,-27825 1259,-27825 1259,-27859\"/>\n",
       "<text text-anchor=\"middle\" x=\"1180.5\" y=\"-27845.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1180.5\" y=\"-27832.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058470960&#45;&gt;139922058470736 -->\n",
       "<g id=\"edge598\" class=\"edge\"><title>139922058470960&#45;&gt;139922058470736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1112.27,-27824.9C1067.71,-27814.4 1010.5,-27800.9 970.017,-27791.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"970.638,-27788 960.102,-27789.1 969.033,-27794.8 970.638,-27788\"/>\n",
       "</g>\n",
       "<!-- 139922058470624 -->\n",
       "<g id=\"node593\" class=\"node\"><title>139922058470624</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1098.5,-27732 916.5,-27732 916.5,-27698 1098.5,-27698 1098.5,-27732\"/>\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-27718.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1007.5\" y=\"-27705.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058470624&#45;&gt;139922058470344 -->\n",
       "<g id=\"edge599\" class=\"edge\"><title>139922058470624&#45;&gt;139922058470344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M968.16,-27697.9C939.64,-27686.2 901.505,-27670.6 874.555,-27659.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"875.751,-27656.2 865.171,-27655.7 873.098,-27662.7 875.751,-27656.2\"/>\n",
       "</g>\n",
       "<!-- 139922058470400 -->\n",
       "<g id=\"node594\" class=\"node\"><title>139922058470400</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1083.5,-27662 913.5,-27662 913.5,-27628 1083.5,-27628 1083.5,-27662\"/>\n",
       "<text text-anchor=\"middle\" x=\"998.5\" y=\"-27648.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"998.5\" y=\"-27635.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058470400&#45;&gt;139922058470176 -->\n",
       "<g id=\"edge600\" class=\"edge\"><title>139922058470400&#45;&gt;139922058470176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M977.744,-27627.8C966.086,-27618.8 951.593,-27607.5 939.981,-27598.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"941.798,-27595.4 931.757,-27592 937.498,-27600.9 941.798,-27595.4\"/>\n",
       "</g>\n",
       "<!-- 139922058470456 -->\n",
       "<g id=\"node595\" class=\"node\"><title>139922058470456</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1259,-27662 1102,-27662 1102,-27628 1259,-27628 1259,-27662\"/>\n",
       "<text text-anchor=\"middle\" x=\"1180.5\" y=\"-27648.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.4.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1180.5\" y=\"-27635.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058470456&#45;&gt;139922058470176 -->\n",
       "<g id=\"edge601\" class=\"edge\"><title>139922058470456&#45;&gt;139922058470176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1112.27,-27627.9C1067.71,-27617.4 1010.5,-27603.9 970.017,-27594.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"970.638,-27591 960.102,-27592.1 969.033,-27597.8 970.638,-27591\"/>\n",
       "</g>\n",
       "<!-- 139922058469952 -->\n",
       "<g id=\"node596\" class=\"node\"><title>139922058469952</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1055.5,-27478 873.5,-27478 873.5,-27444 1055.5,-27444 1055.5,-27478\"/>\n",
       "<text text-anchor=\"middle\" x=\"964.5\" y=\"-27464.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"964.5\" y=\"-27451.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058469952&#45;&gt;139922058469728 -->\n",
       "<g id=\"edge603\" class=\"edge\"><title>139922058469952&#45;&gt;139922058469728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M944.593,-27443.9C931.38,-27433.2 914.089,-27419.2 900.797,-27408.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"902.697,-27405.5 892.723,-27401.9 898.293,-27410.9 902.697,-27405.5\"/>\n",
       "</g>\n",
       "<!-- 139922058469784 -->\n",
       "<g id=\"node597\" class=\"node\"><title>139922058469784</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1122.5,-27408 952.5,-27408 952.5,-27374 1122.5,-27374 1122.5,-27408\"/>\n",
       "<text text-anchor=\"middle\" x=\"1037.5\" y=\"-27394.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1037.5\" y=\"-27381.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058469784&#45;&gt;139922058469616 -->\n",
       "<g id=\"edge604\" class=\"edge\"><title>139922058469784&#45;&gt;139922058469616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1017.79,-27373.8C1006.73,-27364.8 992.968,-27353.5 981.944,-27344.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"984.088,-27341.7 974.136,-27338 979.65,-27347.1 984.088,-27341.7\"/>\n",
       "</g>\n",
       "<!-- 139922058469840 -->\n",
       "<g id=\"node598\" class=\"node\"><title>139922058469840</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1298,-27408 1141,-27408 1141,-27374 1298,-27374 1298,-27408\"/>\n",
       "<text text-anchor=\"middle\" x=\"1219.5\" y=\"-27394.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1219.5\" y=\"-27381.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058469840&#45;&gt;139922058469616 -->\n",
       "<g id=\"edge605\" class=\"edge\"><title>139922058469840&#45;&gt;139922058469616</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1152.31,-27373.9C1108.44,-27363.4 1052.11,-27349.9 1012.24,-27340.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1013.02,-27337 1002.48,-27338.1 1011.39,-27343.8 1013.02,-27337\"/>\n",
       "</g>\n",
       "<!-- 139922058469504 -->\n",
       "<g id=\"node599\" class=\"node\"><title>139922058469504</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1142.5,-27281 960.5,-27281 960.5,-27247 1142.5,-27247 1142.5,-27281\"/>\n",
       "<text text-anchor=\"middle\" x=\"1051.5\" y=\"-27267.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1051.5\" y=\"-27254.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058469504&#45;&gt;139922058460968 -->\n",
       "<g id=\"edge606\" class=\"edge\"><title>139922058469504&#45;&gt;139922058460968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1012.16,-27246.9C983.64,-27235.2 945.505,-27219.6 918.555,-27208.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"919.751,-27205.2 909.171,-27204.7 917.098,-27211.7 919.751,-27205.2\"/>\n",
       "</g>\n",
       "<!-- 139922058461024 -->\n",
       "<g id=\"node600\" class=\"node\"><title>139922058461024</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1127.5,-27211 957.5,-27211 957.5,-27177 1127.5,-27177 1127.5,-27211\"/>\n",
       "<text text-anchor=\"middle\" x=\"1042.5\" y=\"-27197.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1042.5\" y=\"-27184.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058461024&#45;&gt;139922058460856 -->\n",
       "<g id=\"edge607\" class=\"edge\"><title>139922058461024&#45;&gt;139922058460856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1021.74,-27176.8C1010.09,-27167.8 995.593,-27156.5 983.981,-27147.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"985.798,-27144.4 975.757,-27141 981.498,-27149.9 985.798,-27144.4\"/>\n",
       "</g>\n",
       "<!-- 139922058461080 -->\n",
       "<g id=\"node601\" class=\"node\"><title>139922058461080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1303,-27211 1146,-27211 1146,-27177 1303,-27177 1303,-27211\"/>\n",
       "<text text-anchor=\"middle\" x=\"1224.5\" y=\"-27197.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1224.5\" y=\"-27184.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058461080&#45;&gt;139922058460856 -->\n",
       "<g id=\"edge608\" class=\"edge\"><title>139922058461080&#45;&gt;139922058460856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1156.27,-27176.9C1111.71,-27166.4 1054.5,-27152.9 1014.02,-27143.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1014.64,-27140 1004.1,-27141.1 1013.03,-27146.8 1014.64,-27140\"/>\n",
       "</g>\n",
       "<!-- 139922058460744 -->\n",
       "<g id=\"node602\" class=\"node\"><title>139922058460744</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1142.5,-27084 960.5,-27084 960.5,-27050 1142.5,-27050 1142.5,-27084\"/>\n",
       "<text text-anchor=\"middle\" x=\"1051.5\" y=\"-27070.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1051.5\" y=\"-27057.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058460744&#45;&gt;139922058460464 -->\n",
       "<g id=\"edge609\" class=\"edge\"><title>139922058460744&#45;&gt;139922058460464</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1012.16,-27049.9C983.64,-27038.2 945.505,-27022.6 918.555,-27011.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"919.751,-27008.2 909.171,-27007.7 917.098,-27014.7 919.751,-27008.2\"/>\n",
       "</g>\n",
       "<!-- 139922058460520 -->\n",
       "<g id=\"node603\" class=\"node\"><title>139922058460520</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1127.5,-27014 957.5,-27014 957.5,-26980 1127.5,-26980 1127.5,-27014\"/>\n",
       "<text text-anchor=\"middle\" x=\"1042.5\" y=\"-27000.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1042.5\" y=\"-26987.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058460520&#45;&gt;139922058460296 -->\n",
       "<g id=\"edge610\" class=\"edge\"><title>139922058460520&#45;&gt;139922058460296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1021.74,-26979.8C1010.09,-26970.8 995.593,-26959.5 983.981,-26950.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"985.798,-26947.4 975.757,-26944 981.498,-26952.9 985.798,-26947.4\"/>\n",
       "</g>\n",
       "<!-- 139922058460576 -->\n",
       "<g id=\"node604\" class=\"node\"><title>139922058460576</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1303,-27014 1146,-27014 1146,-26980 1303,-26980 1303,-27014\"/>\n",
       "<text text-anchor=\"middle\" x=\"1224.5\" y=\"-27000.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.5.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1224.5\" y=\"-26987.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058460576&#45;&gt;139922058460296 -->\n",
       "<g id=\"edge611\" class=\"edge\"><title>139922058460576&#45;&gt;139922058460296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1156.27,-26979.9C1111.71,-26969.4 1054.5,-26955.9 1014.02,-26946.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1014.64,-26943 1004.1,-26944.1 1013.03,-26949.8 1014.64,-26943\"/>\n",
       "</g>\n",
       "<!-- 139922058460072 -->\n",
       "<g id=\"node605\" class=\"node\"><title>139922058460072</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1099.5,-26830 917.5,-26830 917.5,-26796 1099.5,-26796 1099.5,-26830\"/>\n",
       "<text text-anchor=\"middle\" x=\"1008.5\" y=\"-26816.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1008.5\" y=\"-26803.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058460072&#45;&gt;139922058459848 -->\n",
       "<g id=\"edge613\" class=\"edge\"><title>139922058460072&#45;&gt;139922058459848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M988.593,-26795.9C975.38,-26785.2 958.089,-26771.2 944.797,-26760.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"946.697,-26757.5 936.723,-26753.9 942.293,-26762.9 946.697,-26757.5\"/>\n",
       "</g>\n",
       "<!-- 139922058459904 -->\n",
       "<g id=\"node606\" class=\"node\"><title>139922058459904</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1166.5,-26760 996.5,-26760 996.5,-26726 1166.5,-26726 1166.5,-26760\"/>\n",
       "<text text-anchor=\"middle\" x=\"1081.5\" y=\"-26746.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1081.5\" y=\"-26733.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058459904&#45;&gt;139922058459736 -->\n",
       "<g id=\"edge614\" class=\"edge\"><title>139922058459904&#45;&gt;139922058459736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1061.79,-26725.8C1050.73,-26716.8 1036.97,-26705.5 1025.94,-26696.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1028.09,-26693.7 1018.14,-26690 1023.65,-26699.1 1028.09,-26693.7\"/>\n",
       "</g>\n",
       "<!-- 139922058459960 -->\n",
       "<g id=\"node607\" class=\"node\"><title>139922058459960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1342,-26760 1185,-26760 1185,-26726 1342,-26726 1342,-26760\"/>\n",
       "<text text-anchor=\"middle\" x=\"1263.5\" y=\"-26746.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1263.5\" y=\"-26733.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058459960&#45;&gt;139922058459736 -->\n",
       "<g id=\"edge615\" class=\"edge\"><title>139922058459960&#45;&gt;139922058459736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1196.31,-26725.9C1152.44,-26715.4 1096.11,-26701.9 1056.24,-26692.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1057.02,-26689 1046.48,-26690.1 1055.39,-26695.8 1057.02,-26689\"/>\n",
       "</g>\n",
       "<!-- 139922058459624 -->\n",
       "<g id=\"node608\" class=\"node\"><title>139922058459624</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1186.5,-26633 1004.5,-26633 1004.5,-26599 1186.5,-26599 1186.5,-26633\"/>\n",
       "<text text-anchor=\"middle\" x=\"1095.5\" y=\"-26619.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1095.5\" y=\"-26606.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058459624&#45;&gt;139922058459344 -->\n",
       "<g id=\"edge616\" class=\"edge\"><title>139922058459624&#45;&gt;139922058459344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1056.16,-26598.9C1027.64,-26587.2 989.505,-26571.6 962.555,-26560.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"963.751,-26557.2 953.171,-26556.7 961.098,-26563.7 963.751,-26557.2\"/>\n",
       "</g>\n",
       "<!-- 139922058459400 -->\n",
       "<g id=\"node609\" class=\"node\"><title>139922058459400</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1171.5,-26563 1001.5,-26563 1001.5,-26529 1171.5,-26529 1171.5,-26563\"/>\n",
       "<text text-anchor=\"middle\" x=\"1086.5\" y=\"-26549.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1086.5\" y=\"-26536.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058459400&#45;&gt;139922058459232 -->\n",
       "<g id=\"edge617\" class=\"edge\"><title>139922058459400&#45;&gt;139922058459232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1065.74,-26528.8C1054.09,-26519.8 1039.59,-26508.5 1027.98,-26499.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1029.8,-26496.4 1019.76,-26493 1025.5,-26501.9 1029.8,-26496.4\"/>\n",
       "</g>\n",
       "<!-- 139922058459456 -->\n",
       "<g id=\"node610\" class=\"node\"><title>139922058459456</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1347,-26563 1190,-26563 1190,-26529 1347,-26529 1347,-26563\"/>\n",
       "<text text-anchor=\"middle\" x=\"1268.5\" y=\"-26549.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1268.5\" y=\"-26536.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058459456&#45;&gt;139922058459232 -->\n",
       "<g id=\"edge618\" class=\"edge\"><title>139922058459456&#45;&gt;139922058459232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1200.27,-26528.9C1155.71,-26518.4 1098.5,-26504.9 1058.02,-26495.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1058.64,-26492 1048.1,-26493.1 1057.03,-26498.8 1058.64,-26492\"/>\n",
       "</g>\n",
       "<!-- 139922058459120 -->\n",
       "<g id=\"node611\" class=\"node\"><title>139922058459120</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1186.5,-26436 1004.5,-26436 1004.5,-26402 1186.5,-26402 1186.5,-26436\"/>\n",
       "<text text-anchor=\"middle\" x=\"1095.5\" y=\"-26422.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1095.5\" y=\"-26409.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058459120&#45;&gt;139922058458840 -->\n",
       "<g id=\"edge619\" class=\"edge\"><title>139922058459120&#45;&gt;139922058458840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1056.16,-26401.9C1027.64,-26390.2 989.505,-26374.6 962.555,-26363.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"963.751,-26360.2 953.171,-26359.7 961.098,-26366.7 963.751,-26360.2\"/>\n",
       "</g>\n",
       "<!-- 139922058458896 -->\n",
       "<g id=\"node612\" class=\"node\"><title>139922058458896</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1171.5,-26366 1001.5,-26366 1001.5,-26332 1171.5,-26332 1171.5,-26366\"/>\n",
       "<text text-anchor=\"middle\" x=\"1086.5\" y=\"-26352.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1086.5\" y=\"-26339.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058458896&#45;&gt;139922058458672 -->\n",
       "<g id=\"edge620\" class=\"edge\"><title>139922058458896&#45;&gt;139922058458672</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1065.74,-26331.8C1054.09,-26322.8 1039.59,-26311.5 1027.98,-26302.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1029.8,-26299.4 1019.76,-26296 1025.5,-26304.9 1029.8,-26299.4\"/>\n",
       "</g>\n",
       "<!-- 139922058458952 -->\n",
       "<g id=\"node613\" class=\"node\"><title>139922058458952</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1347,-26366 1190,-26366 1190,-26332 1347,-26332 1347,-26366\"/>\n",
       "<text text-anchor=\"middle\" x=\"1268.5\" y=\"-26352.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.6.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1268.5\" y=\"-26339.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058458952&#45;&gt;139922058458672 -->\n",
       "<g id=\"edge621\" class=\"edge\"><title>139922058458952&#45;&gt;139922058458672</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1200.27,-26331.9C1155.71,-26321.4 1098.5,-26307.9 1058.02,-26298.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1058.64,-26295 1048.1,-26296.1 1057.03,-26301.8 1058.64,-26295\"/>\n",
       "</g>\n",
       "<!-- 139922058458448 -->\n",
       "<g id=\"node614\" class=\"node\"><title>139922058458448</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1143.5,-26182 961.5,-26182 961.5,-26148 1143.5,-26148 1143.5,-26182\"/>\n",
       "<text text-anchor=\"middle\" x=\"1052.5\" y=\"-26168.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1052.5\" y=\"-26155.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058458448&#45;&gt;139922058458224 -->\n",
       "<g id=\"edge623\" class=\"edge\"><title>139922058458448&#45;&gt;139922058458224</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1032.59,-26147.9C1019.38,-26137.2 1002.09,-26123.2 988.797,-26112.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"990.697,-26109.5 980.723,-26105.9 986.293,-26114.9 990.697,-26109.5\"/>\n",
       "</g>\n",
       "<!-- 139922058458280 -->\n",
       "<g id=\"node615\" class=\"node\"><title>139922058458280</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1210.5,-26112 1040.5,-26112 1040.5,-26078 1210.5,-26078 1210.5,-26112\"/>\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-26098.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1125.5\" y=\"-26085.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058458280&#45;&gt;139922058458112 -->\n",
       "<g id=\"edge624\" class=\"edge\"><title>139922058458280&#45;&gt;139922058458112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1105.79,-26077.8C1094.73,-26068.8 1080.97,-26057.5 1069.94,-26048.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1072.09,-26045.7 1062.14,-26042 1067.65,-26051.1 1072.09,-26045.7\"/>\n",
       "</g>\n",
       "<!-- 139922058458336 -->\n",
       "<g id=\"node616\" class=\"node\"><title>139922058458336</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1386,-26112 1229,-26112 1229,-26078 1386,-26078 1386,-26112\"/>\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-26098.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1307.5\" y=\"-26085.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058458336&#45;&gt;139922058458112 -->\n",
       "<g id=\"edge625\" class=\"edge\"><title>139922058458336&#45;&gt;139922058458112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1240.31,-26077.9C1196.44,-26067.4 1140.11,-26053.9 1100.24,-26044.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1101.02,-26041 1090.48,-26042.1 1099.39,-26047.8 1101.02,-26041\"/>\n",
       "</g>\n",
       "<!-- 139922058458000 -->\n",
       "<g id=\"node617\" class=\"node\"><title>139922058458000</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1230.5,-25985 1048.5,-25985 1048.5,-25951 1230.5,-25951 1230.5,-25985\"/>\n",
       "<text text-anchor=\"middle\" x=\"1139.5\" y=\"-25971.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1139.5\" y=\"-25958.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128, 128, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058458000&#45;&gt;139922058457720 -->\n",
       "<g id=\"edge626\" class=\"edge\"><title>139922058458000&#45;&gt;139922058457720</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1100.16,-25950.9C1071.64,-25939.2 1033.51,-25923.6 1006.56,-25912.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1007.75,-25909.2 997.171,-25908.7 1005.1,-25915.7 1007.75,-25909.2\"/>\n",
       "</g>\n",
       "<!-- 139922058457776 -->\n",
       "<g id=\"node618\" class=\"node\"><title>139922058457776</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1215.5,-25915 1045.5,-25915 1045.5,-25881 1215.5,-25881 1215.5,-25915\"/>\n",
       "<text text-anchor=\"middle\" x=\"1130.5\" y=\"-25901.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1130.5\" y=\"-25888.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058457776&#45;&gt;139922058457608 -->\n",
       "<g id=\"edge627\" class=\"edge\"><title>139922058457776&#45;&gt;139922058457608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1109.74,-25880.8C1098.09,-25871.8 1083.59,-25860.5 1071.98,-25851.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1073.8,-25848.4 1063.76,-25845 1069.5,-25853.9 1073.8,-25848.4\"/>\n",
       "</g>\n",
       "<!-- 139922058457832 -->\n",
       "<g id=\"node619\" class=\"node\"><title>139922058457832</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1391,-25915 1234,-25915 1234,-25881 1391,-25881 1391,-25915\"/>\n",
       "<text text-anchor=\"middle\" x=\"1312.5\" y=\"-25901.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1312.5\" y=\"-25888.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (128)</text>\n",
       "</g>\n",
       "<!-- 139922058457832&#45;&gt;139922058457608 -->\n",
       "<g id=\"edge628\" class=\"edge\"><title>139922058457832&#45;&gt;139922058457608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1244.27,-25880.9C1199.71,-25870.4 1142.5,-25856.9 1102.02,-25847.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1102.64,-25844 1092.1,-25845.1 1101.03,-25850.8 1102.64,-25844\"/>\n",
       "</g>\n",
       "<!-- 139922058457496 -->\n",
       "<g id=\"node620\" class=\"node\"><title>139922058457496</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1230.5,-25788 1048.5,-25788 1048.5,-25754 1230.5,-25754 1230.5,-25788\"/>\n",
       "<text text-anchor=\"middle\" x=\"1139.5\" y=\"-25774.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1139.5\" y=\"-25761.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 128, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058457496&#45;&gt;139922058457216 -->\n",
       "<g id=\"edge629\" class=\"edge\"><title>139922058457496&#45;&gt;139922058457216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1100.16,-25753.9C1071.64,-25742.2 1033.51,-25726.6 1006.56,-25715.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1007.75,-25712.2 997.171,-25711.7 1005.1,-25718.7 1007.75,-25712.2\"/>\n",
       "</g>\n",
       "<!-- 139922058457272 -->\n",
       "<g id=\"node621\" class=\"node\"><title>139922058457272</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1215.5,-25718 1045.5,-25718 1045.5,-25684 1215.5,-25684 1215.5,-25718\"/>\n",
       "<text text-anchor=\"middle\" x=\"1130.5\" y=\"-25704.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1130.5\" y=\"-25691.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058457272&#45;&gt;139922058456984 -->\n",
       "<g id=\"edge630\" class=\"edge\"><title>139922058457272&#45;&gt;139922058456984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1109.74,-25683.8C1098.09,-25674.8 1083.59,-25663.5 1071.98,-25654.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1073.8,-25651.4 1063.76,-25648 1069.5,-25656.9 1073.8,-25651.4\"/>\n",
       "</g>\n",
       "<!-- 139922058457328 -->\n",
       "<g id=\"node622\" class=\"node\"><title>139922058457328</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1391,-25718 1234,-25718 1234,-25684 1391,-25684 1391,-25718\"/>\n",
       "<text text-anchor=\"middle\" x=\"1312.5\" y=\"-25704.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer2.7.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1312.5\" y=\"-25691.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922058457328&#45;&gt;139922058456984 -->\n",
       "<g id=\"edge631\" class=\"edge\"><title>139922058457328&#45;&gt;139922058456984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1244.27,-25683.9C1199.71,-25673.4 1142.5,-25659.9 1102.02,-25650.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1102.64,-25647 1092.1,-25648.1 1101.03,-25653.8 1102.64,-25647\"/>\n",
       "</g>\n",
       "<!-- 139922058456760 -->\n",
       "<g id=\"node623\" class=\"node\"><title>139922058456760</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1187.5,-25534 1005.5,-25534 1005.5,-25500 1187.5,-25500 1187.5,-25534\"/>\n",
       "<text text-anchor=\"middle\" x=\"1096.5\" y=\"-25520.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1096.5\" y=\"-25507.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058456760&#45;&gt;139922058456480 -->\n",
       "<g id=\"edge633\" class=\"edge\"><title>139922058456760&#45;&gt;139922058456480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1071.85,-25499.9C1054.93,-25488.8 1032.59,-25474.2 1015.93,-25463.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1017.61,-25460.2 1007.33,-25457.7 1013.78,-25466.1 1017.61,-25460.2\"/>\n",
       "</g>\n",
       "<!-- 139922058456536 -->\n",
       "<g id=\"node624\" class=\"node\"><title>139922058456536</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1234.5,-25464 1064.5,-25464 1064.5,-25430 1234.5,-25430 1234.5,-25464\"/>\n",
       "<text text-anchor=\"middle\" x=\"1149.5\" y=\"-25450.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1149.5\" y=\"-25437.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058456536&#45;&gt;139922058456368 -->\n",
       "<g id=\"edge634\" class=\"edge\"><title>139922058456536&#45;&gt;139922058456368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1128.74,-25429.8C1117.09,-25420.8 1102.59,-25409.5 1090.98,-25400.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1092.8,-25397.4 1082.76,-25394 1088.5,-25402.9 1092.8,-25397.4\"/>\n",
       "</g>\n",
       "<!-- 139922058456592 -->\n",
       "<g id=\"node625\" class=\"node\"><title>139922058456592</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1410,-25464 1253,-25464 1253,-25430 1410,-25430 1410,-25464\"/>\n",
       "<text text-anchor=\"middle\" x=\"1331.5\" y=\"-25450.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1331.5\" y=\"-25437.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058456592&#45;&gt;139922058456368 -->\n",
       "<g id=\"edge635\" class=\"edge\"><title>139922058456592&#45;&gt;139922058456368</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1263.27,-25429.9C1218.71,-25419.4 1161.5,-25405.9 1121.02,-25396.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1121.64,-25393 1111.1,-25394.1 1120.03,-25399.8 1121.64,-25393\"/>\n",
       "</g>\n",
       "<!-- 139922058456256 -->\n",
       "<g id=\"node626\" class=\"node\"><title>139922058456256</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1244.5,-25337 1062.5,-25337 1062.5,-25303 1244.5,-25303 1244.5,-25337\"/>\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-25323.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1153.5\" y=\"-25310.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058456256&#45;&gt;139922058455976 -->\n",
       "<g id=\"edge636\" class=\"edge\"><title>139922058456256&#45;&gt;139922058455976</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1114.16,-25302.9C1085.64,-25291.2 1047.51,-25275.6 1020.56,-25264.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1021.75,-25261.2 1011.17,-25260.7 1019.1,-25267.7 1021.75,-25261.2\"/>\n",
       "</g>\n",
       "<!-- 139922058456032 -->\n",
       "<g id=\"node627\" class=\"node\"><title>139922058456032</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1229.5,-25267 1059.5,-25267 1059.5,-25233 1229.5,-25233 1229.5,-25267\"/>\n",
       "<text text-anchor=\"middle\" x=\"1144.5\" y=\"-25253.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1144.5\" y=\"-25240.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058456032&#45;&gt;139922058455864 -->\n",
       "<g id=\"edge637\" class=\"edge\"><title>139922058456032&#45;&gt;139922058455864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1113.76,-25232.8C1095.48,-25223.2 1072.49,-25211.1 1054.84,-25201.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1056.13,-25198.6 1045.65,-25197 1052.88,-25204.8 1056.13,-25198.6\"/>\n",
       "</g>\n",
       "<!-- 139922058456088 -->\n",
       "<g id=\"node628\" class=\"node\"><title>139922058456088</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1405,-25267 1248,-25267 1248,-25233 1405,-25233 1405,-25267\"/>\n",
       "<text text-anchor=\"middle\" x=\"1326.5\" y=\"-25253.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1326.5\" y=\"-25240.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058456088&#45;&gt;139922058455864 -->\n",
       "<g id=\"edge638\" class=\"edge\"><title>139922058456088&#45;&gt;139922058455864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1248.33,-25232.9C1196.75,-25222.3 1130.36,-25208.7 1083.9,-25199.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1084.51,-25195.7 1074.01,-25197.1 1083.1,-25202.5 1084.51,-25195.7\"/>\n",
       "</g>\n",
       "<!-- 139922058455752 -->\n",
       "<g id=\"node629\" class=\"node\"><title>139922058455752</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1206.5,-25140 1024.5,-25140 1024.5,-25106 1206.5,-25106 1206.5,-25140\"/>\n",
       "<text text-anchor=\"middle\" x=\"1115.5\" y=\"-25126.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1115.5\" y=\"-25113.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058455752&#45;&gt;139922058455472 -->\n",
       "<g id=\"edge639\" class=\"edge\"><title>139922058455752&#45;&gt;139922058455472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1076.16,-25105.9C1047.64,-25094.2 1009.51,-25078.6 982.555,-25067.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"983.751,-25064.2 973.171,-25063.7 981.098,-25070.7 983.751,-25064.2\"/>\n",
       "</g>\n",
       "<!-- 139922058455528 -->\n",
       "<g id=\"node630\" class=\"node\"><title>139922058455528</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1191.5,-25070 1021.5,-25070 1021.5,-25036 1191.5,-25036 1191.5,-25070\"/>\n",
       "<text text-anchor=\"middle\" x=\"1106.5\" y=\"-25056.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1106.5\" y=\"-25043.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058455528&#45;&gt;139922058455304 -->\n",
       "<g id=\"edge640\" class=\"edge\"><title>139922058455528&#45;&gt;139922058455304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1085.74,-25035.8C1074.09,-25026.8 1059.59,-25015.5 1047.98,-25006.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1049.8,-25003.4 1039.76,-25000 1045.5,-25008.9 1049.8,-25003.4\"/>\n",
       "</g>\n",
       "<!-- 139922058455584 -->\n",
       "<g id=\"node631\" class=\"node\"><title>139922058455584</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1367,-25070 1210,-25070 1210,-25036 1367,-25036 1367,-25070\"/>\n",
       "<text text-anchor=\"middle\" x=\"1288.5\" y=\"-25056.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1288.5\" y=\"-25043.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058455584&#45;&gt;139922058455304 -->\n",
       "<g id=\"edge641\" class=\"edge\"><title>139922058455584&#45;&gt;139922058455304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1220.27,-25035.9C1175.71,-25025.4 1118.5,-25011.9 1078.02,-25002.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1078.64,-24999 1068.1,-25000.1 1077.03,-25005.8 1078.64,-24999\"/>\n",
       "</g>\n",
       "<!-- 139922058455360 -->\n",
       "<g id=\"node632\" class=\"node\"><title>139922058455360</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"835,-25394 714,-25394 714,-25373 835,-25373 835,-25394\"/>\n",
       "<text text-anchor=\"middle\" x=\"774.5\" y=\"-25380.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922058455360&#45;&gt;139922058455192 -->\n",
       "<g id=\"edge642\" class=\"edge\"><title>139922058455360&#45;&gt;139922058455192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M787.108,-25372.8C811.441,-25352.8 862.5,-25304.6 862.5,-25251 862.5,-25251 862.5,-25251 862.5,-25052 862.5,-25014.7 881.872,-24974.7 894.908,-24952.1\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"898.081,-24953.6 900.196,-24943.2 892.069,-24950 898.081,-24953.6\"/>\n",
       "</g>\n",
       "<!-- 139922058455640&#45;&gt;139922058455360 -->\n",
       "<g id=\"edge643\" class=\"edge\"><title>139922058455640&#45;&gt;139922058455360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M852.969,-25436.4C838.091,-25426.6 814.75,-25411.1 797.387,-25399.6\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"799.201,-25396.6 788.929,-25394 795.34,-25402.5 799.201,-25396.6\"/>\n",
       "</g>\n",
       "<!-- 139922058455920 -->\n",
       "<g id=\"node634\" class=\"node\"><title>139922058455920</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"856,-25534 635,-25534 635,-25500 856,-25500 856,-25534\"/>\n",
       "<text text-anchor=\"middle\" x=\"745.5\" y=\"-25520.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.downsample.0.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"745.5\" y=\"-25507.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058455920&#45;&gt;139922058455640 -->\n",
       "<g id=\"edge645\" class=\"edge\"><title>139922058455920&#45;&gt;139922058455640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M774.412,-25499.9C794.729,-25488.6 821.685,-25473.5 841.359,-25462.6\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"843.073,-25465.6 850.103,-25457.7 839.665,-25459.5 843.073,-25465.6\"/>\n",
       "</g>\n",
       "<!-- 139922058455808 -->\n",
       "<g id=\"node635\" class=\"node\"><title>139922058455808</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"569,-25464 348,-25464 348,-25430 569,-25430 569,-25464\"/>\n",
       "<text text-anchor=\"middle\" x=\"458.5\" y=\"-25450.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.downsample.1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"458.5\" y=\"-25437.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058455808&#45;&gt;139922058455360 -->\n",
       "<g id=\"edge646\" class=\"edge\"><title>139922058455808&#45;&gt;139922058455360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M541.113,-25429.9C595.858,-25419.3 666.376,-25405.5 715.505,-25396\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"716.195,-25399.4 725.342,-25394.1 714.857,-25392.5 716.195,-25399.4\"/>\n",
       "</g>\n",
       "<!-- 139922058456144 -->\n",
       "<g id=\"node636\" class=\"node\"><title>139922058456144</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"795.5,-25464 587.5,-25464 587.5,-25430 795.5,-25430 795.5,-25464\"/>\n",
       "<text text-anchor=\"middle\" x=\"691.5\" y=\"-25450.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.0.downsample.1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"691.5\" y=\"-25437.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058456144&#45;&gt;139922058455360 -->\n",
       "<g id=\"edge647\" class=\"edge\"><title>139922058456144&#45;&gt;139922058455360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M713.307,-25429.8C725.675,-25420.7 741.081,-25409.3 753.34,-25400.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"755.671,-25402.8 761.622,-25394 751.504,-25397.2 755.671,-25402.8\"/>\n",
       "</g>\n",
       "<!-- 139922058455080 -->\n",
       "<g id=\"node637\" class=\"node\"><title>139922058455080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1163.5,-24886 981.5,-24886 981.5,-24852 1163.5,-24852 1163.5,-24886\"/>\n",
       "<text text-anchor=\"middle\" x=\"1072.5\" y=\"-24872.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1072.5\" y=\"-24859.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058455080&#45;&gt;139922058454856 -->\n",
       "<g id=\"edge648\" class=\"edge\"><title>139922058455080&#45;&gt;139922058454856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1052.59,-24851.9C1039.38,-24841.2 1022.09,-24827.2 1008.8,-24816.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1010.7,-24813.5 1000.72,-24809.9 1006.29,-24818.9 1010.7,-24813.5\"/>\n",
       "</g>\n",
       "<!-- 139922058454912 -->\n",
       "<g id=\"node638\" class=\"node\"><title>139922058454912</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1230.5,-24816 1060.5,-24816 1060.5,-24782 1230.5,-24782 1230.5,-24816\"/>\n",
       "<text text-anchor=\"middle\" x=\"1145.5\" y=\"-24802.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1145.5\" y=\"-24789.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058454912&#45;&gt;139922058454744 -->\n",
       "<g id=\"edge649\" class=\"edge\"><title>139922058454912&#45;&gt;139922058454744</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1125.79,-24781.8C1114.73,-24772.8 1100.97,-24761.5 1089.94,-24752.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1092.09,-24749.7 1082.14,-24746 1087.65,-24755.1 1092.09,-24749.7\"/>\n",
       "</g>\n",
       "<!-- 139922058454968 -->\n",
       "<g id=\"node639\" class=\"node\"><title>139922058454968</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1406,-24816 1249,-24816 1249,-24782 1406,-24782 1406,-24816\"/>\n",
       "<text text-anchor=\"middle\" x=\"1327.5\" y=\"-24802.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1327.5\" y=\"-24789.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058454968&#45;&gt;139922058454744 -->\n",
       "<g id=\"edge650\" class=\"edge\"><title>139922058454968&#45;&gt;139922058454744</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1260.31,-24781.9C1216.44,-24771.4 1160.11,-24757.9 1120.24,-24748.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1121.02,-24745 1110.48,-24746.1 1119.39,-24751.8 1121.02,-24745\"/>\n",
       "</g>\n",
       "<!-- 139922058454632 -->\n",
       "<g id=\"node640\" class=\"node\"><title>139922058454632</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1250.5,-24689 1068.5,-24689 1068.5,-24655 1250.5,-24655 1250.5,-24689\"/>\n",
       "<text text-anchor=\"middle\" x=\"1159.5\" y=\"-24675.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1159.5\" y=\"-24662.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058454632&#45;&gt;139922058454352 -->\n",
       "<g id=\"edge651\" class=\"edge\"><title>139922058454632&#45;&gt;139922058454352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1120.16,-24654.9C1091.64,-24643.2 1053.51,-24627.6 1026.56,-24616.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1027.75,-24613.2 1017.17,-24612.7 1025.1,-24619.7 1027.75,-24613.2\"/>\n",
       "</g>\n",
       "<!-- 139922058454408 -->\n",
       "<g id=\"node641\" class=\"node\"><title>139922058454408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1235.5,-24619 1065.5,-24619 1065.5,-24585 1235.5,-24585 1235.5,-24619\"/>\n",
       "<text text-anchor=\"middle\" x=\"1150.5\" y=\"-24605.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1150.5\" y=\"-24592.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058454408&#45;&gt;139922058454240 -->\n",
       "<g id=\"edge652\" class=\"edge\"><title>139922058454408&#45;&gt;139922058454240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1129.74,-24584.8C1118.09,-24575.8 1103.59,-24564.5 1091.98,-24555.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1093.8,-24552.4 1083.76,-24549 1089.5,-24557.9 1093.8,-24552.4\"/>\n",
       "</g>\n",
       "<!-- 139922058454464 -->\n",
       "<g id=\"node642\" class=\"node\"><title>139922058454464</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1411,-24619 1254,-24619 1254,-24585 1411,-24585 1411,-24619\"/>\n",
       "<text text-anchor=\"middle\" x=\"1332.5\" y=\"-24605.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1332.5\" y=\"-24592.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058454464&#45;&gt;139922058454240 -->\n",
       "<g id=\"edge653\" class=\"edge\"><title>139922058454464&#45;&gt;139922058454240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1264.27,-24584.9C1219.71,-24574.4 1162.5,-24560.9 1122.02,-24551.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1122.64,-24548 1112.1,-24549.1 1121.03,-24554.8 1122.64,-24548\"/>\n",
       "</g>\n",
       "<!-- 139922058454128 -->\n",
       "<g id=\"node643\" class=\"node\"><title>139922058454128</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1250.5,-24492 1068.5,-24492 1068.5,-24458 1250.5,-24458 1250.5,-24492\"/>\n",
       "<text text-anchor=\"middle\" x=\"1159.5\" y=\"-24478.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1159.5\" y=\"-24465.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058454128&#45;&gt;139922058453848 -->\n",
       "<g id=\"edge654\" class=\"edge\"><title>139922058454128&#45;&gt;139922058453848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1120.16,-24457.9C1091.64,-24446.2 1053.51,-24430.6 1026.56,-24419.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1027.75,-24416.2 1017.17,-24415.7 1025.1,-24422.7 1027.75,-24416.2\"/>\n",
       "</g>\n",
       "<!-- 139922058453904 -->\n",
       "<g id=\"node644\" class=\"node\"><title>139922058453904</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1235.5,-24422 1065.5,-24422 1065.5,-24388 1235.5,-24388 1235.5,-24422\"/>\n",
       "<text text-anchor=\"middle\" x=\"1150.5\" y=\"-24408.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1150.5\" y=\"-24395.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058453904&#45;&gt;139922058453680 -->\n",
       "<g id=\"edge655\" class=\"edge\"><title>139922058453904&#45;&gt;139922058453680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1129.74,-24387.8C1118.09,-24378.8 1103.59,-24367.5 1091.98,-24358.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1093.8,-24355.4 1083.76,-24352 1089.5,-24360.9 1093.8,-24355.4\"/>\n",
       "</g>\n",
       "<!-- 139922058453960 -->\n",
       "<g id=\"node645\" class=\"node\"><title>139922058453960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1411,-24422 1254,-24422 1254,-24388 1411,-24388 1411,-24422\"/>\n",
       "<text text-anchor=\"middle\" x=\"1332.5\" y=\"-24408.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.1.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1332.5\" y=\"-24395.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058453960&#45;&gt;139922058453680 -->\n",
       "<g id=\"edge656\" class=\"edge\"><title>139922058453960&#45;&gt;139922058453680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1264.27,-24387.9C1219.71,-24377.4 1162.5,-24363.9 1122.02,-24354.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1122.64,-24351 1112.1,-24352.1 1121.03,-24357.8 1122.64,-24351\"/>\n",
       "</g>\n",
       "<!-- 139922058453456 -->\n",
       "<g id=\"node646\" class=\"node\"><title>139922058453456</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1207.5,-24238 1025.5,-24238 1025.5,-24204 1207.5,-24204 1207.5,-24238\"/>\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-24224.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1116.5\" y=\"-24211.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058453456&#45;&gt;139922058453232 -->\n",
       "<g id=\"edge658\" class=\"edge\"><title>139922058453456&#45;&gt;139922058453232</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1096.59,-24203.9C1083.38,-24193.2 1066.09,-24179.2 1052.8,-24168.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1054.7,-24165.5 1044.72,-24161.9 1050.29,-24170.9 1054.7,-24165.5\"/>\n",
       "</g>\n",
       "<!-- 139922058453288 -->\n",
       "<g id=\"node647\" class=\"node\"><title>139922058453288</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1274.5,-24168 1104.5,-24168 1104.5,-24134 1274.5,-24134 1274.5,-24168\"/>\n",
       "<text text-anchor=\"middle\" x=\"1189.5\" y=\"-24154.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1189.5\" y=\"-24141.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058453288&#45;&gt;139922058453120 -->\n",
       "<g id=\"edge659\" class=\"edge\"><title>139922058453288&#45;&gt;139922058453120</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1169.79,-24133.8C1158.73,-24124.8 1144.97,-24113.5 1133.94,-24104.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1136.09,-24101.7 1126.14,-24098 1131.65,-24107.1 1136.09,-24101.7\"/>\n",
       "</g>\n",
       "<!-- 139922058453344 -->\n",
       "<g id=\"node648\" class=\"node\"><title>139922058453344</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1450,-24168 1293,-24168 1293,-24134 1450,-24134 1450,-24168\"/>\n",
       "<text text-anchor=\"middle\" x=\"1371.5\" y=\"-24154.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1371.5\" y=\"-24141.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058453344&#45;&gt;139922058453120 -->\n",
       "<g id=\"edge660\" class=\"edge\"><title>139922058453344&#45;&gt;139922058453120</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1304.31,-24133.9C1260.44,-24123.4 1204.11,-24109.9 1164.24,-24100.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1165.02,-24097 1154.48,-24098.1 1163.39,-24103.8 1165.02,-24097\"/>\n",
       "</g>\n",
       "<!-- 139922058403792 -->\n",
       "<g id=\"node649\" class=\"node\"><title>139922058403792</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1294.5,-24041 1112.5,-24041 1112.5,-24007 1294.5,-24007 1294.5,-24041\"/>\n",
       "<text text-anchor=\"middle\" x=\"1203.5\" y=\"-24027.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1203.5\" y=\"-24014.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058403792&#45;&gt;139922058403512 -->\n",
       "<g id=\"edge661\" class=\"edge\"><title>139922058403792&#45;&gt;139922058403512</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1164.16,-24006.9C1135.64,-23995.2 1097.51,-23979.6 1070.56,-23968.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1071.75,-23965.2 1061.17,-23964.7 1069.1,-23971.7 1071.75,-23965.2\"/>\n",
       "</g>\n",
       "<!-- 139922058403568 -->\n",
       "<g id=\"node650\" class=\"node\"><title>139922058403568</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1279.5,-23971 1109.5,-23971 1109.5,-23937 1279.5,-23937 1279.5,-23971\"/>\n",
       "<text text-anchor=\"middle\" x=\"1194.5\" y=\"-23957.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1194.5\" y=\"-23944.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058403568&#45;&gt;139922058403400 -->\n",
       "<g id=\"edge662\" class=\"edge\"><title>139922058403568&#45;&gt;139922058403400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1173.74,-23936.8C1162.09,-23927.8 1147.59,-23916.5 1135.98,-23907.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1137.8,-23904.4 1127.76,-23901 1133.5,-23909.9 1137.8,-23904.4\"/>\n",
       "</g>\n",
       "<!-- 139922058403624 -->\n",
       "<g id=\"node651\" class=\"node\"><title>139922058403624</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1455,-23971 1298,-23971 1298,-23937 1455,-23937 1455,-23971\"/>\n",
       "<text text-anchor=\"middle\" x=\"1376.5\" y=\"-23957.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1376.5\" y=\"-23944.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058403624&#45;&gt;139922058403400 -->\n",
       "<g id=\"edge663\" class=\"edge\"><title>139922058403624&#45;&gt;139922058403400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1308.27,-23936.9C1263.71,-23926.4 1206.5,-23912.9 1166.02,-23903.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1166.64,-23900 1156.1,-23901.1 1165.03,-23906.8 1166.64,-23900\"/>\n",
       "</g>\n",
       "<!-- 139922058403288 -->\n",
       "<g id=\"node652\" class=\"node\"><title>139922058403288</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1294.5,-23844 1112.5,-23844 1112.5,-23810 1294.5,-23810 1294.5,-23844\"/>\n",
       "<text text-anchor=\"middle\" x=\"1203.5\" y=\"-23830.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1203.5\" y=\"-23817.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058403288&#45;&gt;139922058403008 -->\n",
       "<g id=\"edge664\" class=\"edge\"><title>139922058403288&#45;&gt;139922058403008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1164.16,-23809.9C1135.64,-23798.2 1097.51,-23782.6 1070.56,-23771.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1071.75,-23768.2 1061.17,-23767.7 1069.1,-23774.7 1071.75,-23768.2\"/>\n",
       "</g>\n",
       "<!-- 139922058403064 -->\n",
       "<g id=\"node653\" class=\"node\"><title>139922058403064</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1279.5,-23774 1109.5,-23774 1109.5,-23740 1279.5,-23740 1279.5,-23774\"/>\n",
       "<text text-anchor=\"middle\" x=\"1194.5\" y=\"-23760.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1194.5\" y=\"-23747.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058403064&#45;&gt;139922058402840 -->\n",
       "<g id=\"edge665\" class=\"edge\"><title>139922058403064&#45;&gt;139922058402840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1173.74,-23739.8C1162.09,-23730.8 1147.59,-23719.5 1135.98,-23710.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1137.8,-23707.4 1127.76,-23704 1133.5,-23712.9 1137.8,-23707.4\"/>\n",
       "</g>\n",
       "<!-- 139922058403120 -->\n",
       "<g id=\"node654\" class=\"node\"><title>139922058403120</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1455,-23774 1298,-23774 1298,-23740 1455,-23740 1455,-23774\"/>\n",
       "<text text-anchor=\"middle\" x=\"1376.5\" y=\"-23760.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.2.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1376.5\" y=\"-23747.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058403120&#45;&gt;139922058402840 -->\n",
       "<g id=\"edge666\" class=\"edge\"><title>139922058403120&#45;&gt;139922058402840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1308.27,-23739.9C1263.71,-23729.4 1206.5,-23715.9 1166.02,-23706.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1166.64,-23703 1156.1,-23704.1 1165.03,-23709.8 1166.64,-23703\"/>\n",
       "</g>\n",
       "<!-- 139922058402616 -->\n",
       "<g id=\"node655\" class=\"node\"><title>139922058402616</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1251.5,-23590 1069.5,-23590 1069.5,-23556 1251.5,-23556 1251.5,-23590\"/>\n",
       "<text text-anchor=\"middle\" x=\"1160.5\" y=\"-23576.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1160.5\" y=\"-23563.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058402616&#45;&gt;139922058402392 -->\n",
       "<g id=\"edge668\" class=\"edge\"><title>139922058402616&#45;&gt;139922058402392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1140.59,-23555.9C1127.38,-23545.2 1110.09,-23531.2 1096.8,-23520.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1098.7,-23517.5 1088.72,-23513.9 1094.29,-23522.9 1098.7,-23517.5\"/>\n",
       "</g>\n",
       "<!-- 139922058402448 -->\n",
       "<g id=\"node656\" class=\"node\"><title>139922058402448</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1318.5,-23520 1148.5,-23520 1148.5,-23486 1318.5,-23486 1318.5,-23520\"/>\n",
       "<text text-anchor=\"middle\" x=\"1233.5\" y=\"-23506.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1233.5\" y=\"-23493.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058402448&#45;&gt;139922058402280 -->\n",
       "<g id=\"edge669\" class=\"edge\"><title>139922058402448&#45;&gt;139922058402280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1213.79,-23485.8C1202.73,-23476.8 1188.97,-23465.5 1177.94,-23456.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1180.09,-23453.7 1170.14,-23450 1175.65,-23459.1 1180.09,-23453.7\"/>\n",
       "</g>\n",
       "<!-- 139922058402504 -->\n",
       "<g id=\"node657\" class=\"node\"><title>139922058402504</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1494,-23520 1337,-23520 1337,-23486 1494,-23486 1494,-23520\"/>\n",
       "<text text-anchor=\"middle\" x=\"1415.5\" y=\"-23506.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1415.5\" y=\"-23493.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058402504&#45;&gt;139922058402280 -->\n",
       "<g id=\"edge670\" class=\"edge\"><title>139922058402504&#45;&gt;139922058402280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1348.31,-23485.9C1304.44,-23475.4 1248.11,-23461.9 1208.24,-23452.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1209.02,-23449 1198.48,-23450.1 1207.39,-23455.8 1209.02,-23449\"/>\n",
       "</g>\n",
       "<!-- 139922058402168 -->\n",
       "<g id=\"node658\" class=\"node\"><title>139922058402168</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1338.5,-23393 1156.5,-23393 1156.5,-23359 1338.5,-23359 1338.5,-23393\"/>\n",
       "<text text-anchor=\"middle\" x=\"1247.5\" y=\"-23379.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1247.5\" y=\"-23366.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058402168&#45;&gt;139922058401888 -->\n",
       "<g id=\"edge671\" class=\"edge\"><title>139922058402168&#45;&gt;139922058401888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1208.16,-23358.9C1179.64,-23347.2 1141.51,-23331.6 1114.56,-23320.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1115.75,-23317.2 1105.17,-23316.7 1113.1,-23323.7 1115.75,-23317.2\"/>\n",
       "</g>\n",
       "<!-- 139922058401944 -->\n",
       "<g id=\"node659\" class=\"node\"><title>139922058401944</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1323.5,-23323 1153.5,-23323 1153.5,-23289 1323.5,-23289 1323.5,-23323\"/>\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-23309.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-23296.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058401944&#45;&gt;139922058401776 -->\n",
       "<g id=\"edge672\" class=\"edge\"><title>139922058401944&#45;&gt;139922058401776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1217.74,-23288.8C1206.09,-23279.8 1191.59,-23268.5 1179.98,-23259.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1181.8,-23256.4 1171.76,-23253 1177.5,-23261.9 1181.8,-23256.4\"/>\n",
       "</g>\n",
       "<!-- 139922058402000 -->\n",
       "<g id=\"node660\" class=\"node\"><title>139922058402000</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1499,-23323 1342,-23323 1342,-23289 1499,-23289 1499,-23323\"/>\n",
       "<text text-anchor=\"middle\" x=\"1420.5\" y=\"-23309.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1420.5\" y=\"-23296.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058402000&#45;&gt;139922058401776 -->\n",
       "<g id=\"edge673\" class=\"edge\"><title>139922058402000&#45;&gt;139922058401776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1352.27,-23288.9C1307.71,-23278.4 1250.5,-23264.9 1210.02,-23255.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1210.64,-23252 1200.1,-23253.1 1209.03,-23258.8 1210.64,-23252\"/>\n",
       "</g>\n",
       "<!-- 139922058401664 -->\n",
       "<g id=\"node661\" class=\"node\"><title>139922058401664</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1338.5,-23196 1156.5,-23196 1156.5,-23162 1338.5,-23162 1338.5,-23196\"/>\n",
       "<text text-anchor=\"middle\" x=\"1247.5\" y=\"-23182.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1247.5\" y=\"-23169.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058401664&#45;&gt;139922058401384 -->\n",
       "<g id=\"edge674\" class=\"edge\"><title>139922058401664&#45;&gt;139922058401384</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1208.16,-23161.9C1179.64,-23150.2 1141.51,-23134.6 1114.56,-23123.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1115.75,-23120.2 1105.17,-23119.7 1113.1,-23126.7 1115.75,-23120.2\"/>\n",
       "</g>\n",
       "<!-- 139922058401440 -->\n",
       "<g id=\"node662\" class=\"node\"><title>139922058401440</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1323.5,-23126 1153.5,-23126 1153.5,-23092 1323.5,-23092 1323.5,-23126\"/>\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-23112.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1238.5\" y=\"-23099.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058401440&#45;&gt;139922058401216 -->\n",
       "<g id=\"edge675\" class=\"edge\"><title>139922058401440&#45;&gt;139922058401216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1217.74,-23091.8C1206.09,-23082.8 1191.59,-23071.5 1179.98,-23062.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1181.8,-23059.4 1171.76,-23056 1177.5,-23064.9 1181.8,-23059.4\"/>\n",
       "</g>\n",
       "<!-- 139922058401496 -->\n",
       "<g id=\"node663\" class=\"node\"><title>139922058401496</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1499,-23126 1342,-23126 1342,-23092 1499,-23092 1499,-23126\"/>\n",
       "<text text-anchor=\"middle\" x=\"1420.5\" y=\"-23112.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.3.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1420.5\" y=\"-23099.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058401496&#45;&gt;139922058401216 -->\n",
       "<g id=\"edge676\" class=\"edge\"><title>139922058401496&#45;&gt;139922058401216</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1352.27,-23091.9C1307.71,-23081.4 1250.5,-23067.9 1210.02,-23058.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1210.64,-23055 1200.1,-23056.1 1209.03,-23061.8 1210.64,-23055\"/>\n",
       "</g>\n",
       "<!-- 139922058400992 -->\n",
       "<g id=\"node664\" class=\"node\"><title>139922058400992</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1295.5,-22942 1113.5,-22942 1113.5,-22908 1295.5,-22908 1295.5,-22942\"/>\n",
       "<text text-anchor=\"middle\" x=\"1204.5\" y=\"-22928.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1204.5\" y=\"-22915.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058400992&#45;&gt;139922058400768 -->\n",
       "<g id=\"edge678\" class=\"edge\"><title>139922058400992&#45;&gt;139922058400768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1184.59,-22907.9C1171.38,-22897.2 1154.09,-22883.2 1140.8,-22872.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1142.7,-22869.5 1132.72,-22865.9 1138.29,-22874.9 1142.7,-22869.5\"/>\n",
       "</g>\n",
       "<!-- 139922058400824 -->\n",
       "<g id=\"node665\" class=\"node\"><title>139922058400824</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1362.5,-22872 1192.5,-22872 1192.5,-22838 1362.5,-22838 1362.5,-22872\"/>\n",
       "<text text-anchor=\"middle\" x=\"1277.5\" y=\"-22858.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1277.5\" y=\"-22845.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058400824&#45;&gt;139922058400656 -->\n",
       "<g id=\"edge679\" class=\"edge\"><title>139922058400824&#45;&gt;139922058400656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1257.79,-22837.8C1246.73,-22828.8 1232.97,-22817.5 1221.94,-22808.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1224.09,-22805.7 1214.14,-22802 1219.65,-22811.1 1224.09,-22805.7\"/>\n",
       "</g>\n",
       "<!-- 139922058400880 -->\n",
       "<g id=\"node666\" class=\"node\"><title>139922058400880</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1538,-22872 1381,-22872 1381,-22838 1538,-22838 1538,-22872\"/>\n",
       "<text text-anchor=\"middle\" x=\"1459.5\" y=\"-22858.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1459.5\" y=\"-22845.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058400880&#45;&gt;139922058400656 -->\n",
       "<g id=\"edge680\" class=\"edge\"><title>139922058400880&#45;&gt;139922058400656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1392.31,-22837.9C1348.44,-22827.4 1292.11,-22813.9 1252.24,-22804.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1253.02,-22801 1242.48,-22802.1 1251.39,-22807.8 1253.02,-22801\"/>\n",
       "</g>\n",
       "<!-- 139922058400544 -->\n",
       "<g id=\"node667\" class=\"node\"><title>139922058400544</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1382.5,-22745 1200.5,-22745 1200.5,-22711 1382.5,-22711 1382.5,-22745\"/>\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-22731.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-22718.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058400544&#45;&gt;139922058400264 -->\n",
       "<g id=\"edge681\" class=\"edge\"><title>139922058400544&#45;&gt;139922058400264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1252.16,-22710.9C1223.64,-22699.2 1185.51,-22683.6 1158.56,-22672.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1159.75,-22669.2 1149.17,-22668.7 1157.1,-22675.7 1159.75,-22669.2\"/>\n",
       "</g>\n",
       "<!-- 139922058400320 -->\n",
       "<g id=\"node668\" class=\"node\"><title>139922058400320</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1367.5,-22675 1197.5,-22675 1197.5,-22641 1367.5,-22641 1367.5,-22675\"/>\n",
       "<text text-anchor=\"middle\" x=\"1282.5\" y=\"-22661.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1282.5\" y=\"-22648.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058400320&#45;&gt;139922058400152 -->\n",
       "<g id=\"edge682\" class=\"edge\"><title>139922058400320&#45;&gt;139922058400152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1261.74,-22640.8C1250.09,-22631.8 1235.59,-22620.5 1223.98,-22611.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1225.8,-22608.4 1215.76,-22605 1221.5,-22613.9 1225.8,-22608.4\"/>\n",
       "</g>\n",
       "<!-- 139922058400376 -->\n",
       "<g id=\"node669\" class=\"node\"><title>139922058400376</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1543,-22675 1386,-22675 1386,-22641 1543,-22641 1543,-22675\"/>\n",
       "<text text-anchor=\"middle\" x=\"1464.5\" y=\"-22661.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1464.5\" y=\"-22648.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058400376&#45;&gt;139922058400152 -->\n",
       "<g id=\"edge683\" class=\"edge\"><title>139922058400376&#45;&gt;139922058400152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1396.27,-22640.9C1351.71,-22630.4 1294.5,-22616.9 1254.02,-22607.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1254.64,-22604 1244.1,-22605.1 1253.03,-22610.8 1254.64,-22604\"/>\n",
       "</g>\n",
       "<!-- 139922058400040 -->\n",
       "<g id=\"node670\" class=\"node\"><title>139922058400040</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1382.5,-22548 1200.5,-22548 1200.5,-22514 1382.5,-22514 1382.5,-22548\"/>\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-22534.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1291.5\" y=\"-22521.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058400040&#45;&gt;139922059853776 -->\n",
       "<g id=\"edge684\" class=\"edge\"><title>139922058400040&#45;&gt;139922059853776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1252.16,-22513.9C1223.64,-22502.2 1185.51,-22486.6 1158.56,-22475.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1159.75,-22472.2 1149.17,-22471.7 1157.1,-22478.7 1159.75,-22472.2\"/>\n",
       "</g>\n",
       "<!-- 139922058399816 -->\n",
       "<g id=\"node671\" class=\"node\"><title>139922058399816</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1367.5,-22478 1197.5,-22478 1197.5,-22444 1367.5,-22444 1367.5,-22478\"/>\n",
       "<text text-anchor=\"middle\" x=\"1282.5\" y=\"-22464.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1282.5\" y=\"-22451.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058399816&#45;&gt;139922059853608 -->\n",
       "<g id=\"edge685\" class=\"edge\"><title>139922058399816&#45;&gt;139922059853608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1261.74,-22443.8C1250.09,-22434.8 1235.59,-22423.5 1223.98,-22414.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1225.8,-22411.4 1215.76,-22408 1221.5,-22416.9 1225.8,-22411.4\"/>\n",
       "</g>\n",
       "<!-- 139922058399872 -->\n",
       "<g id=\"node672\" class=\"node\"><title>139922058399872</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1543,-22478 1386,-22478 1386,-22444 1543,-22444 1543,-22478\"/>\n",
       "<text text-anchor=\"middle\" x=\"1464.5\" y=\"-22464.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.4.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1464.5\" y=\"-22451.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058399872&#45;&gt;139922059853608 -->\n",
       "<g id=\"edge686\" class=\"edge\"><title>139922058399872&#45;&gt;139922059853608</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1396.27,-22443.9C1351.71,-22433.4 1294.5,-22419.9 1254.02,-22410.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1254.64,-22407 1244.1,-22408.1 1253.03,-22413.8 1254.64,-22407\"/>\n",
       "</g>\n",
       "<!-- 139922059853384 -->\n",
       "<g id=\"node673\" class=\"node\"><title>139922059853384</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1339.5,-22294 1157.5,-22294 1157.5,-22260 1339.5,-22260 1339.5,-22294\"/>\n",
       "<text text-anchor=\"middle\" x=\"1248.5\" y=\"-22280.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1248.5\" y=\"-22267.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059853384&#45;&gt;139922059853160 -->\n",
       "<g id=\"edge688\" class=\"edge\"><title>139922059853384&#45;&gt;139922059853160</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1228.59,-22259.9C1215.38,-22249.2 1198.09,-22235.2 1184.8,-22224.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1186.7,-22221.5 1176.72,-22217.9 1182.29,-22226.9 1186.7,-22221.5\"/>\n",
       "</g>\n",
       "<!-- 139922059853216 -->\n",
       "<g id=\"node674\" class=\"node\"><title>139922059853216</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1406.5,-22224 1236.5,-22224 1236.5,-22190 1406.5,-22190 1406.5,-22224\"/>\n",
       "<text text-anchor=\"middle\" x=\"1321.5\" y=\"-22210.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1321.5\" y=\"-22197.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059853216&#45;&gt;139922059853048 -->\n",
       "<g id=\"edge689\" class=\"edge\"><title>139922059853216&#45;&gt;139922059853048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1301.79,-22189.8C1290.73,-22180.8 1276.97,-22169.5 1265.94,-22160.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1268.09,-22157.7 1258.14,-22154 1263.65,-22163.1 1268.09,-22157.7\"/>\n",
       "</g>\n",
       "<!-- 139922059853272 -->\n",
       "<g id=\"node675\" class=\"node\"><title>139922059853272</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1582,-22224 1425,-22224 1425,-22190 1582,-22190 1582,-22224\"/>\n",
       "<text text-anchor=\"middle\" x=\"1503.5\" y=\"-22210.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1503.5\" y=\"-22197.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059853272&#45;&gt;139922059853048 -->\n",
       "<g id=\"edge690\" class=\"edge\"><title>139922059853272&#45;&gt;139922059853048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1436.31,-22189.9C1392.44,-22179.4 1336.11,-22165.9 1296.24,-22156.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1297.02,-22153 1286.48,-22154.1 1295.39,-22159.8 1297.02,-22153\"/>\n",
       "</g>\n",
       "<!-- 139922059852936 -->\n",
       "<g id=\"node676\" class=\"node\"><title>139922059852936</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1426.5,-22097 1244.5,-22097 1244.5,-22063 1426.5,-22063 1426.5,-22097\"/>\n",
       "<text text-anchor=\"middle\" x=\"1335.5\" y=\"-22083.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1335.5\" y=\"-22070.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059852936&#45;&gt;139922059852656 -->\n",
       "<g id=\"edge691\" class=\"edge\"><title>139922059852936&#45;&gt;139922059852656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1296.16,-22062.9C1267.64,-22051.2 1229.51,-22035.6 1202.56,-22024.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1203.75,-22021.2 1193.17,-22020.7 1201.1,-22027.7 1203.75,-22021.2\"/>\n",
       "</g>\n",
       "<!-- 139922059852712 -->\n",
       "<g id=\"node677\" class=\"node\"><title>139922059852712</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1411.5,-22027 1241.5,-22027 1241.5,-21993 1411.5,-21993 1411.5,-22027\"/>\n",
       "<text text-anchor=\"middle\" x=\"1326.5\" y=\"-22013.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1326.5\" y=\"-22000.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059852712&#45;&gt;139922059852544 -->\n",
       "<g id=\"edge692\" class=\"edge\"><title>139922059852712&#45;&gt;139922059852544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1305.74,-21992.8C1294.09,-21983.8 1279.59,-21972.5 1267.98,-21963.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1269.8,-21960.4 1259.76,-21957 1265.5,-21965.9 1269.8,-21960.4\"/>\n",
       "</g>\n",
       "<!-- 139922059852768 -->\n",
       "<g id=\"node678\" class=\"node\"><title>139922059852768</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1587,-22027 1430,-22027 1430,-21993 1587,-21993 1587,-22027\"/>\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-22013.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-22000.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059852768&#45;&gt;139922059852544 -->\n",
       "<g id=\"edge693\" class=\"edge\"><title>139922059852768&#45;&gt;139922059852544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1440.27,-21992.9C1395.71,-21982.4 1338.5,-21968.9 1298.02,-21959.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1298.64,-21956 1288.1,-21957.1 1297.03,-21962.8 1298.64,-21956\"/>\n",
       "</g>\n",
       "<!-- 139922059852432 -->\n",
       "<g id=\"node679\" class=\"node\"><title>139922059852432</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1426.5,-21900 1244.5,-21900 1244.5,-21866 1426.5,-21866 1426.5,-21900\"/>\n",
       "<text text-anchor=\"middle\" x=\"1335.5\" y=\"-21886.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1335.5\" y=\"-21873.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059852432&#45;&gt;139922059852152 -->\n",
       "<g id=\"edge694\" class=\"edge\"><title>139922059852432&#45;&gt;139922059852152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1296.16,-21865.9C1267.64,-21854.2 1229.51,-21838.6 1202.56,-21827.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1203.75,-21824.2 1193.17,-21823.7 1201.1,-21830.7 1203.75,-21824.2\"/>\n",
       "</g>\n",
       "<!-- 139922059852208 -->\n",
       "<g id=\"node680\" class=\"node\"><title>139922059852208</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1411.5,-21830 1241.5,-21830 1241.5,-21796 1411.5,-21796 1411.5,-21830\"/>\n",
       "<text text-anchor=\"middle\" x=\"1326.5\" y=\"-21816.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1326.5\" y=\"-21803.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059852208&#45;&gt;139922059851984 -->\n",
       "<g id=\"edge695\" class=\"edge\"><title>139922059852208&#45;&gt;139922059851984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1305.74,-21795.8C1294.09,-21786.8 1279.59,-21775.5 1267.98,-21766.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1269.8,-21763.4 1259.76,-21760 1265.5,-21768.9 1269.8,-21763.4\"/>\n",
       "</g>\n",
       "<!-- 139922059852264 -->\n",
       "<g id=\"node681\" class=\"node\"><title>139922059852264</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1587,-21830 1430,-21830 1430,-21796 1587,-21796 1587,-21830\"/>\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-21816.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.5.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1508.5\" y=\"-21803.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059852264&#45;&gt;139922059851984 -->\n",
       "<g id=\"edge696\" class=\"edge\"><title>139922059852264&#45;&gt;139922059851984</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1440.27,-21795.9C1395.71,-21785.4 1338.5,-21771.9 1298.02,-21762.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1298.64,-21759 1288.1,-21760.1 1297.03,-21765.8 1298.64,-21759\"/>\n",
       "</g>\n",
       "<!-- 139922059851760 -->\n",
       "<g id=\"node682\" class=\"node\"><title>139922059851760</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1383.5,-21646 1201.5,-21646 1201.5,-21612 1383.5,-21612 1383.5,-21646\"/>\n",
       "<text text-anchor=\"middle\" x=\"1292.5\" y=\"-21632.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1292.5\" y=\"-21619.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059851760&#45;&gt;139922059851536 -->\n",
       "<g id=\"edge698\" class=\"edge\"><title>139922059851760&#45;&gt;139922059851536</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1272.59,-21611.9C1259.38,-21601.2 1242.09,-21587.2 1228.8,-21576.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1230.7,-21573.5 1220.72,-21569.9 1226.29,-21578.9 1230.7,-21573.5\"/>\n",
       "</g>\n",
       "<!-- 139922059851592 -->\n",
       "<g id=\"node683\" class=\"node\"><title>139922059851592</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1450.5,-21576 1280.5,-21576 1280.5,-21542 1450.5,-21542 1450.5,-21576\"/>\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-21562.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1365.5\" y=\"-21549.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059851592&#45;&gt;139922059851424 -->\n",
       "<g id=\"edge699\" class=\"edge\"><title>139922059851592&#45;&gt;139922059851424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1345.79,-21541.8C1334.73,-21532.8 1320.97,-21521.5 1309.94,-21512.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1312.09,-21509.7 1302.14,-21506 1307.65,-21515.1 1312.09,-21509.7\"/>\n",
       "</g>\n",
       "<!-- 139922059851648 -->\n",
       "<g id=\"node684\" class=\"node\"><title>139922059851648</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1626,-21576 1469,-21576 1469,-21542 1626,-21542 1626,-21576\"/>\n",
       "<text text-anchor=\"middle\" x=\"1547.5\" y=\"-21562.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1547.5\" y=\"-21549.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059851648&#45;&gt;139922059851424 -->\n",
       "<g id=\"edge700\" class=\"edge\"><title>139922059851648&#45;&gt;139922059851424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1480.31,-21541.9C1436.44,-21531.4 1380.11,-21517.9 1340.24,-21508.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1341.02,-21505 1330.48,-21506.1 1339.39,-21511.8 1341.02,-21505\"/>\n",
       "</g>\n",
       "<!-- 139922059851312 -->\n",
       "<g id=\"node685\" class=\"node\"><title>139922059851312</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1470.5,-21449 1288.5,-21449 1288.5,-21415 1470.5,-21415 1470.5,-21449\"/>\n",
       "<text text-anchor=\"middle\" x=\"1379.5\" y=\"-21435.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1379.5\" y=\"-21422.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059851312&#45;&gt;139922059851032 -->\n",
       "<g id=\"edge701\" class=\"edge\"><title>139922059851312&#45;&gt;139922059851032</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1340.16,-21414.9C1311.64,-21403.2 1273.51,-21387.6 1246.56,-21376.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1247.75,-21373.2 1237.17,-21372.7 1245.1,-21379.7 1247.75,-21373.2\"/>\n",
       "</g>\n",
       "<!-- 139922059851088 -->\n",
       "<g id=\"node686\" class=\"node\"><title>139922059851088</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1455.5,-21379 1285.5,-21379 1285.5,-21345 1455.5,-21345 1455.5,-21379\"/>\n",
       "<text text-anchor=\"middle\" x=\"1370.5\" y=\"-21365.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1370.5\" y=\"-21352.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059851088&#45;&gt;139922059850920 -->\n",
       "<g id=\"edge702\" class=\"edge\"><title>139922059851088&#45;&gt;139922059850920</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1349.74,-21344.8C1338.09,-21335.8 1323.59,-21324.5 1311.98,-21315.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1313.8,-21312.4 1303.76,-21309 1309.5,-21317.9 1313.8,-21312.4\"/>\n",
       "</g>\n",
       "<!-- 139922059851144 -->\n",
       "<g id=\"node687\" class=\"node\"><title>139922059851144</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1631,-21379 1474,-21379 1474,-21345 1631,-21345 1631,-21379\"/>\n",
       "<text text-anchor=\"middle\" x=\"1552.5\" y=\"-21365.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1552.5\" y=\"-21352.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059851144&#45;&gt;139922059850920 -->\n",
       "<g id=\"edge703\" class=\"edge\"><title>139922059851144&#45;&gt;139922059850920</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1484.27,-21344.9C1439.71,-21334.4 1382.5,-21320.9 1342.02,-21311.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1342.64,-21308 1332.1,-21309.1 1341.03,-21314.8 1342.64,-21308\"/>\n",
       "</g>\n",
       "<!-- 139922059850808 -->\n",
       "<g id=\"node688\" class=\"node\"><title>139922059850808</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1470.5,-21252 1288.5,-21252 1288.5,-21218 1470.5,-21218 1470.5,-21252\"/>\n",
       "<text text-anchor=\"middle\" x=\"1379.5\" y=\"-21238.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1379.5\" y=\"-21225.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059850808&#45;&gt;139922059850528 -->\n",
       "<g id=\"edge704\" class=\"edge\"><title>139922059850808&#45;&gt;139922059850528</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1340.16,-21217.9C1311.64,-21206.2 1273.51,-21190.6 1246.56,-21179.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1247.75,-21176.2 1237.17,-21175.7 1245.1,-21182.7 1247.75,-21176.2\"/>\n",
       "</g>\n",
       "<!-- 139922059850584 -->\n",
       "<g id=\"node689\" class=\"node\"><title>139922059850584</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1455.5,-21182 1285.5,-21182 1285.5,-21148 1455.5,-21148 1455.5,-21182\"/>\n",
       "<text text-anchor=\"middle\" x=\"1370.5\" y=\"-21168.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1370.5\" y=\"-21155.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059850584&#45;&gt;139922059850360 -->\n",
       "<g id=\"edge705\" class=\"edge\"><title>139922059850584&#45;&gt;139922059850360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1349.74,-21147.8C1338.09,-21138.8 1323.59,-21127.5 1311.98,-21118.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1313.8,-21115.4 1303.76,-21112 1309.5,-21120.9 1313.8,-21115.4\"/>\n",
       "</g>\n",
       "<!-- 139922059850640 -->\n",
       "<g id=\"node690\" class=\"node\"><title>139922059850640</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1631,-21182 1474,-21182 1474,-21148 1631,-21148 1631,-21182\"/>\n",
       "<text text-anchor=\"middle\" x=\"1552.5\" y=\"-21168.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.6.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1552.5\" y=\"-21155.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059850640&#45;&gt;139922059850360 -->\n",
       "<g id=\"edge706\" class=\"edge\"><title>139922059850640&#45;&gt;139922059850360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1484.27,-21147.9C1439.71,-21137.4 1382.5,-21123.9 1342.02,-21114.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1342.64,-21111 1332.1,-21112.1 1341.03,-21117.8 1342.64,-21111\"/>\n",
       "</g>\n",
       "<!-- 139922059850136 -->\n",
       "<g id=\"node691\" class=\"node\"><title>139922059850136</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1427.5,-20998 1245.5,-20998 1245.5,-20964 1427.5,-20964 1427.5,-20998\"/>\n",
       "<text text-anchor=\"middle\" x=\"1336.5\" y=\"-20984.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1336.5\" y=\"-20971.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059850136&#45;&gt;139922059849912 -->\n",
       "<g id=\"edge708\" class=\"edge\"><title>139922059850136&#45;&gt;139922059849912</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1316.59,-20963.9C1303.38,-20953.2 1286.09,-20939.2 1272.8,-20928.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1274.7,-20925.5 1264.72,-20921.9 1270.29,-20930.9 1274.7,-20925.5\"/>\n",
       "</g>\n",
       "<!-- 139922059849968 -->\n",
       "<g id=\"node692\" class=\"node\"><title>139922059849968</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1494.5,-20928 1324.5,-20928 1324.5,-20894 1494.5,-20894 1494.5,-20928\"/>\n",
       "<text text-anchor=\"middle\" x=\"1409.5\" y=\"-20914.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1409.5\" y=\"-20901.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059849968&#45;&gt;139922059849800 -->\n",
       "<g id=\"edge709\" class=\"edge\"><title>139922059849968&#45;&gt;139922059849800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1389.79,-20893.8C1378.73,-20884.8 1364.97,-20873.5 1353.94,-20864.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1356.09,-20861.7 1346.14,-20858 1351.65,-20867.1 1356.09,-20861.7\"/>\n",
       "</g>\n",
       "<!-- 139922059850024 -->\n",
       "<g id=\"node693\" class=\"node\"><title>139922059850024</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1670,-20928 1513,-20928 1513,-20894 1670,-20894 1670,-20928\"/>\n",
       "<text text-anchor=\"middle\" x=\"1591.5\" y=\"-20914.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1591.5\" y=\"-20901.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059850024&#45;&gt;139922059849800 -->\n",
       "<g id=\"edge710\" class=\"edge\"><title>139922059850024&#45;&gt;139922059849800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1524.31,-20893.9C1480.44,-20883.4 1424.11,-20869.9 1384.24,-20860.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1385.02,-20857 1374.48,-20858.1 1383.39,-20863.8 1385.02,-20857\"/>\n",
       "</g>\n",
       "<!-- 139922059861912 -->\n",
       "<g id=\"node694\" class=\"node\"><title>139922059861912</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1514.5,-20801 1332.5,-20801 1332.5,-20767 1514.5,-20767 1514.5,-20801\"/>\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-20787.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-20774.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059861912&#45;&gt;139922059861632 -->\n",
       "<g id=\"edge711\" class=\"edge\"><title>139922059861912&#45;&gt;139922059861632</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1384.16,-20766.9C1355.64,-20755.2 1317.51,-20739.6 1290.56,-20728.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1291.75,-20725.2 1281.17,-20724.7 1289.1,-20731.7 1291.75,-20725.2\"/>\n",
       "</g>\n",
       "<!-- 139922059861688 -->\n",
       "<g id=\"node695\" class=\"node\"><title>139922059861688</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1499.5,-20731 1329.5,-20731 1329.5,-20697 1499.5,-20697 1499.5,-20731\"/>\n",
       "<text text-anchor=\"middle\" x=\"1414.5\" y=\"-20717.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1414.5\" y=\"-20704.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059861688&#45;&gt;139922059861520 -->\n",
       "<g id=\"edge712\" class=\"edge\"><title>139922059861688&#45;&gt;139922059861520</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1393.74,-20696.8C1382.09,-20687.8 1367.59,-20676.5 1355.98,-20667.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1357.8,-20664.4 1347.76,-20661 1353.5,-20669.9 1357.8,-20664.4\"/>\n",
       "</g>\n",
       "<!-- 139922059861744 -->\n",
       "<g id=\"node696\" class=\"node\"><title>139922059861744</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1675,-20731 1518,-20731 1518,-20697 1675,-20697 1675,-20731\"/>\n",
       "<text text-anchor=\"middle\" x=\"1596.5\" y=\"-20717.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1596.5\" y=\"-20704.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059861744&#45;&gt;139922059861520 -->\n",
       "<g id=\"edge713\" class=\"edge\"><title>139922059861744&#45;&gt;139922059861520</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1528.27,-20696.9C1483.71,-20686.4 1426.5,-20672.9 1386.02,-20663.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1386.64,-20660 1376.1,-20661.1 1385.03,-20666.8 1386.64,-20660\"/>\n",
       "</g>\n",
       "<!-- 139922059861408 -->\n",
       "<g id=\"node697\" class=\"node\"><title>139922059861408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1514.5,-20604 1332.5,-20604 1332.5,-20570 1514.5,-20570 1514.5,-20604\"/>\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-20590.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1423.5\" y=\"-20577.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059861408&#45;&gt;139922059861128 -->\n",
       "<g id=\"edge714\" class=\"edge\"><title>139922059861408&#45;&gt;139922059861128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1384.16,-20569.9C1355.64,-20558.2 1317.51,-20542.6 1290.56,-20531.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1291.75,-20528.2 1281.17,-20527.7 1289.1,-20534.7 1291.75,-20528.2\"/>\n",
       "</g>\n",
       "<!-- 139922059861184 -->\n",
       "<g id=\"node698\" class=\"node\"><title>139922059861184</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1499.5,-20534 1329.5,-20534 1329.5,-20500 1499.5,-20500 1499.5,-20534\"/>\n",
       "<text text-anchor=\"middle\" x=\"1414.5\" y=\"-20520.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1414.5\" y=\"-20507.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059861184&#45;&gt;139922059860960 -->\n",
       "<g id=\"edge715\" class=\"edge\"><title>139922059861184&#45;&gt;139922059860960</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1393.74,-20499.8C1382.09,-20490.8 1367.59,-20479.5 1355.98,-20470.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1357.8,-20467.4 1347.76,-20464 1353.5,-20472.9 1357.8,-20467.4\"/>\n",
       "</g>\n",
       "<!-- 139922059861240 -->\n",
       "<g id=\"node699\" class=\"node\"><title>139922059861240</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1675,-20534 1518,-20534 1518,-20500 1675,-20500 1675,-20534\"/>\n",
       "<text text-anchor=\"middle\" x=\"1596.5\" y=\"-20520.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.7.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1596.5\" y=\"-20507.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059861240&#45;&gt;139922059860960 -->\n",
       "<g id=\"edge716\" class=\"edge\"><title>139922059861240&#45;&gt;139922059860960</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1528.27,-20499.9C1483.71,-20489.4 1426.5,-20475.9 1386.02,-20466.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1386.64,-20463 1376.1,-20464.1 1385.03,-20469.8 1386.64,-20463\"/>\n",
       "</g>\n",
       "<!-- 139922059860736 -->\n",
       "<g id=\"node700\" class=\"node\"><title>139922059860736</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1471.5,-20350 1289.5,-20350 1289.5,-20316 1471.5,-20316 1471.5,-20350\"/>\n",
       "<text text-anchor=\"middle\" x=\"1380.5\" y=\"-20336.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1380.5\" y=\"-20323.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059860736&#45;&gt;139922059860512 -->\n",
       "<g id=\"edge718\" class=\"edge\"><title>139922059860736&#45;&gt;139922059860512</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1360.59,-20315.9C1347.38,-20305.2 1330.09,-20291.2 1316.8,-20280.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1318.7,-20277.5 1308.72,-20273.9 1314.29,-20282.9 1318.7,-20277.5\"/>\n",
       "</g>\n",
       "<!-- 139922059860568 -->\n",
       "<g id=\"node701\" class=\"node\"><title>139922059860568</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1538.5,-20280 1368.5,-20280 1368.5,-20246 1538.5,-20246 1538.5,-20280\"/>\n",
       "<text text-anchor=\"middle\" x=\"1453.5\" y=\"-20266.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1453.5\" y=\"-20253.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059860568&#45;&gt;139922059860400 -->\n",
       "<g id=\"edge719\" class=\"edge\"><title>139922059860568&#45;&gt;139922059860400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1433.79,-20245.8C1422.73,-20236.8 1408.97,-20225.5 1397.94,-20216.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1400.09,-20213.7 1390.14,-20210 1395.65,-20219.1 1400.09,-20213.7\"/>\n",
       "</g>\n",
       "<!-- 139922059860624 -->\n",
       "<g id=\"node702\" class=\"node\"><title>139922059860624</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1714,-20280 1557,-20280 1557,-20246 1714,-20246 1714,-20280\"/>\n",
       "<text text-anchor=\"middle\" x=\"1635.5\" y=\"-20266.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1635.5\" y=\"-20253.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059860624&#45;&gt;139922059860400 -->\n",
       "<g id=\"edge720\" class=\"edge\"><title>139922059860624&#45;&gt;139922059860400</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1568.31,-20245.9C1524.44,-20235.4 1468.11,-20221.9 1428.24,-20212.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1429.02,-20209 1418.48,-20210.1 1427.39,-20215.8 1429.02,-20209\"/>\n",
       "</g>\n",
       "<!-- 139922059860288 -->\n",
       "<g id=\"node703\" class=\"node\"><title>139922059860288</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1558.5,-20153 1376.5,-20153 1376.5,-20119 1558.5,-20119 1558.5,-20153\"/>\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-20139.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-20126.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059860288&#45;&gt;139922059860008 -->\n",
       "<g id=\"edge721\" class=\"edge\"><title>139922059860288&#45;&gt;139922059860008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1428.16,-20118.9C1399.64,-20107.2 1361.51,-20091.6 1334.56,-20080.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1335.75,-20077.2 1325.17,-20076.7 1333.1,-20083.7 1335.75,-20077.2\"/>\n",
       "</g>\n",
       "<!-- 139922059860064 -->\n",
       "<g id=\"node704\" class=\"node\"><title>139922059860064</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1543.5,-20083 1373.5,-20083 1373.5,-20049 1543.5,-20049 1543.5,-20083\"/>\n",
       "<text text-anchor=\"middle\" x=\"1458.5\" y=\"-20069.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1458.5\" y=\"-20056.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059860064&#45;&gt;139922059859896 -->\n",
       "<g id=\"edge722\" class=\"edge\"><title>139922059860064&#45;&gt;139922059859896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1437.74,-20048.8C1426.09,-20039.8 1411.59,-20028.5 1399.98,-20019.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1401.8,-20016.4 1391.76,-20013 1397.5,-20021.9 1401.8,-20016.4\"/>\n",
       "</g>\n",
       "<!-- 139922059860120 -->\n",
       "<g id=\"node705\" class=\"node\"><title>139922059860120</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1719,-20083 1562,-20083 1562,-20049 1719,-20049 1719,-20083\"/>\n",
       "<text text-anchor=\"middle\" x=\"1640.5\" y=\"-20069.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1640.5\" y=\"-20056.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059860120&#45;&gt;139922059859896 -->\n",
       "<g id=\"edge723\" class=\"edge\"><title>139922059860120&#45;&gt;139922059859896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1572.27,-20048.9C1527.71,-20038.4 1470.5,-20024.9 1430.02,-20015.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1430.64,-20012 1420.1,-20013.1 1429.03,-20018.8 1430.64,-20012\"/>\n",
       "</g>\n",
       "<!-- 139922059859784 -->\n",
       "<g id=\"node706\" class=\"node\"><title>139922059859784</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1558.5,-19956 1376.5,-19956 1376.5,-19922 1558.5,-19922 1558.5,-19956\"/>\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-19942.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1467.5\" y=\"-19929.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059859784&#45;&gt;139922059859504 -->\n",
       "<g id=\"edge724\" class=\"edge\"><title>139922059859784&#45;&gt;139922059859504</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1428.16,-19921.9C1399.64,-19910.2 1361.51,-19894.6 1334.56,-19883.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1335.75,-19880.2 1325.17,-19879.7 1333.1,-19886.7 1335.75,-19880.2\"/>\n",
       "</g>\n",
       "<!-- 139922059859560 -->\n",
       "<g id=\"node707\" class=\"node\"><title>139922059859560</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1543.5,-19886 1373.5,-19886 1373.5,-19852 1543.5,-19852 1543.5,-19886\"/>\n",
       "<text text-anchor=\"middle\" x=\"1458.5\" y=\"-19872.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1458.5\" y=\"-19859.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059859560&#45;&gt;139922059859336 -->\n",
       "<g id=\"edge725\" class=\"edge\"><title>139922059859560&#45;&gt;139922059859336</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1437.74,-19851.8C1426.09,-19842.8 1411.59,-19831.5 1399.98,-19822.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1401.8,-19819.4 1391.76,-19816 1397.5,-19824.9 1401.8,-19819.4\"/>\n",
       "</g>\n",
       "<!-- 139922059859616 -->\n",
       "<g id=\"node708\" class=\"node\"><title>139922059859616</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1719,-19886 1562,-19886 1562,-19852 1719,-19852 1719,-19886\"/>\n",
       "<text text-anchor=\"middle\" x=\"1640.5\" y=\"-19872.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.8.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1640.5\" y=\"-19859.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059859616&#45;&gt;139922059859336 -->\n",
       "<g id=\"edge726\" class=\"edge\"><title>139922059859616&#45;&gt;139922059859336</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1572.27,-19851.9C1527.71,-19841.4 1470.5,-19827.9 1430.02,-19818.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1430.64,-19815 1420.1,-19816.1 1429.03,-19821.8 1430.64,-19815\"/>\n",
       "</g>\n",
       "<!-- 139922059859112 -->\n",
       "<g id=\"node709\" class=\"node\"><title>139922059859112</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1515.5,-19702 1333.5,-19702 1333.5,-19668 1515.5,-19668 1515.5,-19702\"/>\n",
       "<text text-anchor=\"middle\" x=\"1424.5\" y=\"-19688.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1424.5\" y=\"-19675.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059859112&#45;&gt;139922059858888 -->\n",
       "<g id=\"edge728\" class=\"edge\"><title>139922059859112&#45;&gt;139922059858888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1404.59,-19667.9C1391.38,-19657.2 1374.09,-19643.2 1360.8,-19632.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1362.7,-19629.5 1352.72,-19625.9 1358.29,-19634.9 1362.7,-19629.5\"/>\n",
       "</g>\n",
       "<!-- 139922059858944 -->\n",
       "<g id=\"node710\" class=\"node\"><title>139922059858944</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1582.5,-19632 1412.5,-19632 1412.5,-19598 1582.5,-19598 1582.5,-19632\"/>\n",
       "<text text-anchor=\"middle\" x=\"1497.5\" y=\"-19618.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1497.5\" y=\"-19605.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059858944&#45;&gt;139922059858776 -->\n",
       "<g id=\"edge729\" class=\"edge\"><title>139922059858944&#45;&gt;139922059858776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1477.79,-19597.8C1466.73,-19588.8 1452.97,-19577.5 1441.94,-19568.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1444.09,-19565.7 1434.14,-19562 1439.65,-19571.1 1444.09,-19565.7\"/>\n",
       "</g>\n",
       "<!-- 139922059859000 -->\n",
       "<g id=\"node711\" class=\"node\"><title>139922059859000</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1758,-19632 1601,-19632 1601,-19598 1758,-19598 1758,-19632\"/>\n",
       "<text text-anchor=\"middle\" x=\"1679.5\" y=\"-19618.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1679.5\" y=\"-19605.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059859000&#45;&gt;139922059858776 -->\n",
       "<g id=\"edge730\" class=\"edge\"><title>139922059859000&#45;&gt;139922059858776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1612.31,-19597.9C1568.44,-19587.4 1512.11,-19573.9 1472.24,-19564.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1473.02,-19561 1462.48,-19562.1 1471.39,-19567.8 1473.02,-19561\"/>\n",
       "</g>\n",
       "<!-- 139922059858664 -->\n",
       "<g id=\"node712\" class=\"node\"><title>139922059858664</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1602.5,-19505 1420.5,-19505 1420.5,-19471 1602.5,-19471 1602.5,-19505\"/>\n",
       "<text text-anchor=\"middle\" x=\"1511.5\" y=\"-19491.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1511.5\" y=\"-19478.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059858664&#45;&gt;139922059858384 -->\n",
       "<g id=\"edge731\" class=\"edge\"><title>139922059858664&#45;&gt;139922059858384</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1472.16,-19470.9C1443.64,-19459.2 1405.51,-19443.6 1378.56,-19432.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1379.75,-19429.2 1369.17,-19428.7 1377.1,-19435.7 1379.75,-19429.2\"/>\n",
       "</g>\n",
       "<!-- 139922059858440 -->\n",
       "<g id=\"node713\" class=\"node\"><title>139922059858440</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1587.5,-19435 1417.5,-19435 1417.5,-19401 1587.5,-19401 1587.5,-19435\"/>\n",
       "<text text-anchor=\"middle\" x=\"1502.5\" y=\"-19421.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1502.5\" y=\"-19408.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059858440&#45;&gt;139922059858272 -->\n",
       "<g id=\"edge732\" class=\"edge\"><title>139922059858440&#45;&gt;139922059858272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1481.74,-19400.8C1470.09,-19391.8 1455.59,-19380.5 1443.98,-19371.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1445.8,-19368.4 1435.76,-19365 1441.5,-19373.9 1445.8,-19368.4\"/>\n",
       "</g>\n",
       "<!-- 139922059858496 -->\n",
       "<g id=\"node714\" class=\"node\"><title>139922059858496</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1763,-19435 1606,-19435 1606,-19401 1763,-19401 1763,-19435\"/>\n",
       "<text text-anchor=\"middle\" x=\"1684.5\" y=\"-19421.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1684.5\" y=\"-19408.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059858496&#45;&gt;139922059858272 -->\n",
       "<g id=\"edge733\" class=\"edge\"><title>139922059858496&#45;&gt;139922059858272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1616.27,-19400.9C1571.71,-19390.4 1514.5,-19376.9 1474.02,-19367.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1474.64,-19364 1464.1,-19365.1 1473.03,-19370.8 1474.64,-19364\"/>\n",
       "</g>\n",
       "<!-- 139922059858160 -->\n",
       "<g id=\"node715\" class=\"node\"><title>139922059858160</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1602.5,-19308 1420.5,-19308 1420.5,-19274 1602.5,-19274 1602.5,-19308\"/>\n",
       "<text text-anchor=\"middle\" x=\"1511.5\" y=\"-19294.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1511.5\" y=\"-19281.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059858160&#45;&gt;139922059825048 -->\n",
       "<g id=\"edge734\" class=\"edge\"><title>139922059858160&#45;&gt;139922059825048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1472.16,-19273.9C1443.64,-19262.2 1405.51,-19246.6 1378.56,-19235.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1379.75,-19232.2 1369.17,-19231.7 1377.1,-19238.7 1379.75,-19232.2\"/>\n",
       "</g>\n",
       "<!-- 139922059825104 -->\n",
       "<g id=\"node716\" class=\"node\"><title>139922059825104</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1587.5,-19238 1417.5,-19238 1417.5,-19204 1587.5,-19204 1587.5,-19238\"/>\n",
       "<text text-anchor=\"middle\" x=\"1502.5\" y=\"-19224.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1502.5\" y=\"-19211.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059825104&#45;&gt;139922059824880 -->\n",
       "<g id=\"edge735\" class=\"edge\"><title>139922059825104&#45;&gt;139922059824880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1481.74,-19203.8C1470.09,-19194.8 1455.59,-19183.5 1443.98,-19174.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1445.8,-19171.4 1435.76,-19168 1441.5,-19176.9 1445.8,-19171.4\"/>\n",
       "</g>\n",
       "<!-- 139922059857992 -->\n",
       "<g id=\"node717\" class=\"node\"><title>139922059857992</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1763,-19238 1606,-19238 1606,-19204 1763,-19204 1763,-19238\"/>\n",
       "<text text-anchor=\"middle\" x=\"1684.5\" y=\"-19224.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.9.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1684.5\" y=\"-19211.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059857992&#45;&gt;139922059824880 -->\n",
       "<g id=\"edge736\" class=\"edge\"><title>139922059857992&#45;&gt;139922059824880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1616.27,-19203.9C1571.71,-19193.4 1514.5,-19179.9 1474.02,-19170.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1474.64,-19167 1464.1,-19168.1 1473.03,-19173.8 1474.64,-19167\"/>\n",
       "</g>\n",
       "<!-- 139922059824656 -->\n",
       "<g id=\"node718\" class=\"node\"><title>139922059824656</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1565.5,-19054 1377.5,-19054 1377.5,-19020 1565.5,-19020 1565.5,-19054\"/>\n",
       "<text text-anchor=\"middle\" x=\"1471.5\" y=\"-19040.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1471.5\" y=\"-19027.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059824656&#45;&gt;139922059824432 -->\n",
       "<g id=\"edge738\" class=\"edge\"><title>139922059824656&#45;&gt;139922059824432</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1450.88,-19019.9C1436.98,-19009 1418.73,-18994.8 1404.88,-18983.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1406.94,-18981.1 1396.91,-18977.7 1402.63,-18986.6 1406.94,-18981.1\"/>\n",
       "</g>\n",
       "<!-- 139922059824488 -->\n",
       "<g id=\"node719\" class=\"node\"><title>139922059824488</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1631.5,-18984 1455.5,-18984 1455.5,-18950 1631.5,-18950 1631.5,-18984\"/>\n",
       "<text text-anchor=\"middle\" x=\"1543.5\" y=\"-18970.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1543.5\" y=\"-18957.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059824488&#45;&gt;139922059824320 -->\n",
       "<g id=\"edge739\" class=\"edge\"><title>139922059824488&#45;&gt;139922059824320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1523.53,-18949.8C1512.32,-18940.8 1498.37,-18929.5 1487.2,-18920.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1489.27,-18917.6 1479.29,-18914 1484.86,-18923.1 1489.27,-18917.6\"/>\n",
       "</g>\n",
       "<!-- 139922059824544 -->\n",
       "<g id=\"node720\" class=\"node\"><title>139922059824544</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1813,-18984 1650,-18984 1650,-18950 1813,-18950 1813,-18984\"/>\n",
       "<text text-anchor=\"middle\" x=\"1731.5\" y=\"-18970.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1731.5\" y=\"-18957.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059824544&#45;&gt;139922059824320 -->\n",
       "<g id=\"edge740\" class=\"edge\"><title>139922059824544&#45;&gt;139922059824320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1662.48,-18949.9C1617.32,-18939.4 1559.31,-18925.9 1518.34,-18916.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1519.1,-18912.9 1508.57,-18914.1 1517.51,-18919.7 1519.1,-18912.9\"/>\n",
       "</g>\n",
       "<!-- 139922059824208 -->\n",
       "<g id=\"node721\" class=\"node\"><title>139922059824208</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1652.5,-18857 1464.5,-18857 1464.5,-18823 1652.5,-18823 1652.5,-18857\"/>\n",
       "<text text-anchor=\"middle\" x=\"1558.5\" y=\"-18843.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1558.5\" y=\"-18830.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059824208&#45;&gt;139922059823928 -->\n",
       "<g id=\"edge741\" class=\"edge\"><title>139922059824208&#45;&gt;139922059823928</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1518.45,-18822.9C1489.41,-18811.2 1450.59,-18795.6 1423.15,-18784.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1424.18,-18781.2 1413.6,-18780.7 1421.57,-18787.7 1424.18,-18781.2\"/>\n",
       "</g>\n",
       "<!-- 139922059823984 -->\n",
       "<g id=\"node722\" class=\"node\"><title>139922059823984</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1636.5,-18787 1460.5,-18787 1460.5,-18753 1636.5,-18753 1636.5,-18787\"/>\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-18773.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-18760.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059823984&#45;&gt;139922059823816 -->\n",
       "<g id=\"edge742\" class=\"edge\"><title>139922059823984&#45;&gt;139922059823816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1527.48,-18752.8C1515.56,-18743.7 1500.71,-18732.3 1488.9,-18723.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1490.97,-18720.4 1480.91,-18717 1486.71,-18725.9 1490.97,-18720.4\"/>\n",
       "</g>\n",
       "<!-- 139922059824040 -->\n",
       "<g id=\"node723\" class=\"node\"><title>139922059824040</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1818,-18787 1655,-18787 1655,-18753 1818,-18753 1818,-18787\"/>\n",
       "<text text-anchor=\"middle\" x=\"1736.5\" y=\"-18773.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1736.5\" y=\"-18760.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059824040&#45;&gt;139922059823816 -->\n",
       "<g id=\"edge743\" class=\"edge\"><title>139922059824040&#45;&gt;139922059823816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1666.44,-18752.9C1620.59,-18742.4 1561.7,-18728.9 1520.11,-18719.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1520.72,-18715.9 1510.19,-18717.1 1519.15,-18722.7 1520.72,-18715.9\"/>\n",
       "</g>\n",
       "<!-- 139922059823704 -->\n",
       "<g id=\"node724\" class=\"node\"><title>139922059823704</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1652.5,-18660 1464.5,-18660 1464.5,-18626 1652.5,-18626 1652.5,-18660\"/>\n",
       "<text text-anchor=\"middle\" x=\"1558.5\" y=\"-18646.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1558.5\" y=\"-18633.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059823704&#45;&gt;139922059823424 -->\n",
       "<g id=\"edge744\" class=\"edge\"><title>139922059823704&#45;&gt;139922059823424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1518.45,-18625.9C1489.41,-18614.2 1450.59,-18598.6 1423.15,-18587.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1424.18,-18584.2 1413.6,-18583.7 1421.57,-18590.7 1424.18,-18584.2\"/>\n",
       "</g>\n",
       "<!-- 139922059823480 -->\n",
       "<g id=\"node725\" class=\"node\"><title>139922059823480</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1636.5,-18590 1460.5,-18590 1460.5,-18556 1636.5,-18556 1636.5,-18590\"/>\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-18576.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1548.5\" y=\"-18563.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059823480&#45;&gt;139922059823256 -->\n",
       "<g id=\"edge745\" class=\"edge\"><title>139922059823480&#45;&gt;139922059823256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1527.48,-18555.8C1515.56,-18546.7 1500.71,-18535.3 1488.9,-18526.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1490.97,-18523.4 1480.91,-18520 1486.71,-18528.9 1490.97,-18523.4\"/>\n",
       "</g>\n",
       "<!-- 139922059823536 -->\n",
       "<g id=\"node726\" class=\"node\"><title>139922059823536</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1818,-18590 1655,-18590 1655,-18556 1818,-18556 1818,-18590\"/>\n",
       "<text text-anchor=\"middle\" x=\"1736.5\" y=\"-18576.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.10.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1736.5\" y=\"-18563.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059823536&#45;&gt;139922059823256 -->\n",
       "<g id=\"edge746\" class=\"edge\"><title>139922059823536&#45;&gt;139922059823256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1666.44,-18555.9C1620.59,-18545.4 1561.7,-18531.9 1520.11,-18522.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1520.72,-18518.9 1510.19,-18520.1 1519.15,-18525.7 1520.72,-18518.9\"/>\n",
       "</g>\n",
       "<!-- 139922059823032 -->\n",
       "<g id=\"node727\" class=\"node\"><title>139922059823032</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1609.5,-18406 1421.5,-18406 1421.5,-18372 1609.5,-18372 1609.5,-18406\"/>\n",
       "<text text-anchor=\"middle\" x=\"1515.5\" y=\"-18392.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1515.5\" y=\"-18379.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059823032&#45;&gt;139922059822808 -->\n",
       "<g id=\"edge748\" class=\"edge\"><title>139922059823032&#45;&gt;139922059822808</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1494.88,-18371.9C1480.98,-18361 1462.73,-18346.8 1448.88,-18335.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1450.94,-18333.1 1440.91,-18329.7 1446.63,-18338.6 1450.94,-18333.1\"/>\n",
       "</g>\n",
       "<!-- 139922059822864 -->\n",
       "<g id=\"node728\" class=\"node\"><title>139922059822864</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1675.5,-18336 1499.5,-18336 1499.5,-18302 1675.5,-18302 1675.5,-18336\"/>\n",
       "<text text-anchor=\"middle\" x=\"1587.5\" y=\"-18322.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1587.5\" y=\"-18309.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059822864&#45;&gt;139922059822696 -->\n",
       "<g id=\"edge749\" class=\"edge\"><title>139922059822864&#45;&gt;139922059822696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1567.53,-18301.8C1556.32,-18292.8 1542.37,-18281.5 1531.2,-18272.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1533.27,-18269.6 1523.29,-18266 1528.86,-18275.1 1533.27,-18269.6\"/>\n",
       "</g>\n",
       "<!-- 139922059822920 -->\n",
       "<g id=\"node729\" class=\"node\"><title>139922059822920</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1857,-18336 1694,-18336 1694,-18302 1857,-18302 1857,-18336\"/>\n",
       "<text text-anchor=\"middle\" x=\"1775.5\" y=\"-18322.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1775.5\" y=\"-18309.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059822920&#45;&gt;139922059822696 -->\n",
       "<g id=\"edge750\" class=\"edge\"><title>139922059822920&#45;&gt;139922059822696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1706.48,-18301.9C1661.32,-18291.4 1603.31,-18277.9 1562.34,-18268.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1563.1,-18264.9 1552.57,-18266.1 1561.51,-18271.7 1563.1,-18264.9\"/>\n",
       "</g>\n",
       "<!-- 139922059822584 -->\n",
       "<g id=\"node730\" class=\"node\"><title>139922059822584</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1696.5,-18209 1508.5,-18209 1508.5,-18175 1696.5,-18175 1696.5,-18209\"/>\n",
       "<text text-anchor=\"middle\" x=\"1602.5\" y=\"-18195.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1602.5\" y=\"-18182.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059822584&#45;&gt;139922059822304 -->\n",
       "<g id=\"edge751\" class=\"edge\"><title>139922059822584&#45;&gt;139922059822304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1562.45,-18174.9C1533.41,-18163.2 1494.59,-18147.6 1467.15,-18136.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1468.18,-18133.2 1457.6,-18132.7 1465.57,-18139.7 1468.18,-18133.2\"/>\n",
       "</g>\n",
       "<!-- 139922059822360 -->\n",
       "<g id=\"node731\" class=\"node\"><title>139922059822360</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1680.5,-18139 1504.5,-18139 1504.5,-18105 1680.5,-18105 1680.5,-18139\"/>\n",
       "<text text-anchor=\"middle\" x=\"1592.5\" y=\"-18125.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1592.5\" y=\"-18112.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059822360&#45;&gt;139922059822192 -->\n",
       "<g id=\"edge752\" class=\"edge\"><title>139922059822360&#45;&gt;139922059822192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1571.48,-18104.8C1559.56,-18095.7 1544.71,-18084.3 1532.9,-18075.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1534.97,-18072.4 1524.91,-18069 1530.71,-18077.9 1534.97,-18072.4\"/>\n",
       "</g>\n",
       "<!-- 139922059822416 -->\n",
       "<g id=\"node732\" class=\"node\"><title>139922059822416</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1862,-18139 1699,-18139 1699,-18105 1862,-18105 1862,-18139\"/>\n",
       "<text text-anchor=\"middle\" x=\"1780.5\" y=\"-18125.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1780.5\" y=\"-18112.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059822416&#45;&gt;139922059822192 -->\n",
       "<g id=\"edge753\" class=\"edge\"><title>139922059822416&#45;&gt;139922059822192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1710.44,-18104.9C1664.59,-18094.4 1605.7,-18080.9 1564.11,-18071.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1564.72,-18067.9 1554.19,-18069.1 1563.15,-18074.7 1564.72,-18067.9\"/>\n",
       "</g>\n",
       "<!-- 139922059822080 -->\n",
       "<g id=\"node733\" class=\"node\"><title>139922059822080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1696.5,-18012 1508.5,-18012 1508.5,-17978 1696.5,-17978 1696.5,-18012\"/>\n",
       "<text text-anchor=\"middle\" x=\"1602.5\" y=\"-17998.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1602.5\" y=\"-17985.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059822080&#45;&gt;139922059821800 -->\n",
       "<g id=\"edge754\" class=\"edge\"><title>139922059822080&#45;&gt;139922059821800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1562.45,-17977.9C1533.41,-17966.2 1494.59,-17950.6 1467.15,-17939.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1468.18,-17936.2 1457.6,-17935.7 1465.57,-17942.7 1468.18,-17936.2\"/>\n",
       "</g>\n",
       "<!-- 139922059821856 -->\n",
       "<g id=\"node734\" class=\"node\"><title>139922059821856</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1680.5,-17942 1504.5,-17942 1504.5,-17908 1680.5,-17908 1680.5,-17942\"/>\n",
       "<text text-anchor=\"middle\" x=\"1592.5\" y=\"-17928.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1592.5\" y=\"-17915.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059821856&#45;&gt;139922059821632 -->\n",
       "<g id=\"edge755\" class=\"edge\"><title>139922059821856&#45;&gt;139922059821632</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1571.48,-17907.8C1559.56,-17898.7 1544.71,-17887.3 1532.9,-17878.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1534.97,-17875.4 1524.91,-17872 1530.71,-17880.9 1534.97,-17875.4\"/>\n",
       "</g>\n",
       "<!-- 139922059821912 -->\n",
       "<g id=\"node735\" class=\"node\"><title>139922059821912</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1862,-17942 1699,-17942 1699,-17908 1862,-17908 1862,-17942\"/>\n",
       "<text text-anchor=\"middle\" x=\"1780.5\" y=\"-17928.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.11.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1780.5\" y=\"-17915.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059821912&#45;&gt;139922059821632 -->\n",
       "<g id=\"edge756\" class=\"edge\"><title>139922059821912&#45;&gt;139922059821632</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1710.44,-17907.9C1664.59,-17897.4 1605.7,-17883.9 1564.11,-17874.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1564.72,-17870.9 1554.19,-17872.1 1563.15,-17877.7 1564.72,-17870.9\"/>\n",
       "</g>\n",
       "<!-- 139922059821408 -->\n",
       "<g id=\"node736\" class=\"node\"><title>139922059821408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1653.5,-17758 1465.5,-17758 1465.5,-17724 1653.5,-17724 1653.5,-17758\"/>\n",
       "<text text-anchor=\"middle\" x=\"1559.5\" y=\"-17744.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1559.5\" y=\"-17731.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059821408&#45;&gt;139922059821184 -->\n",
       "<g id=\"edge758\" class=\"edge\"><title>139922059821408&#45;&gt;139922059821184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1538.88,-17723.9C1524.98,-17713 1506.73,-17698.8 1492.88,-17687.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1494.94,-17685.1 1484.91,-17681.7 1490.63,-17690.6 1494.94,-17685.1\"/>\n",
       "</g>\n",
       "<!-- 139922059821240 -->\n",
       "<g id=\"node737\" class=\"node\"><title>139922059821240</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1719.5,-17688 1543.5,-17688 1543.5,-17654 1719.5,-17654 1719.5,-17688\"/>\n",
       "<text text-anchor=\"middle\" x=\"1631.5\" y=\"-17674.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1631.5\" y=\"-17661.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059821240&#45;&gt;139922059837392 -->\n",
       "<g id=\"edge759\" class=\"edge\"><title>139922059821240&#45;&gt;139922059837392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1611.53,-17653.8C1600.32,-17644.8 1586.37,-17633.5 1575.2,-17624.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1577.27,-17621.6 1567.29,-17618 1572.86,-17627.1 1577.27,-17621.6\"/>\n",
       "</g>\n",
       "<!-- 139922059821296 -->\n",
       "<g id=\"node738\" class=\"node\"><title>139922059821296</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1901,-17688 1738,-17688 1738,-17654 1901,-17654 1901,-17688\"/>\n",
       "<text text-anchor=\"middle\" x=\"1819.5\" y=\"-17674.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1819.5\" y=\"-17661.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059821296&#45;&gt;139922059837392 -->\n",
       "<g id=\"edge760\" class=\"edge\"><title>139922059821296&#45;&gt;139922059837392</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1750.48,-17653.9C1705.32,-17643.4 1647.31,-17629.9 1606.34,-17620.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1607.1,-17616.9 1596.57,-17618.1 1605.51,-17623.7 1607.1,-17616.9\"/>\n",
       "</g>\n",
       "<!-- 139922059837280 -->\n",
       "<g id=\"node739\" class=\"node\"><title>139922059837280</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1740.5,-17561 1552.5,-17561 1552.5,-17527 1740.5,-17527 1740.5,-17561\"/>\n",
       "<text text-anchor=\"middle\" x=\"1646.5\" y=\"-17547.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1646.5\" y=\"-17534.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059837280&#45;&gt;139922059837000 -->\n",
       "<g id=\"edge761\" class=\"edge\"><title>139922059837280&#45;&gt;139922059837000</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1606.45,-17526.9C1577.41,-17515.2 1538.59,-17499.6 1511.15,-17488.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1512.18,-17485.2 1501.6,-17484.7 1509.57,-17491.7 1512.18,-17485.2\"/>\n",
       "</g>\n",
       "<!-- 139922059837056 -->\n",
       "<g id=\"node740\" class=\"node\"><title>139922059837056</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1724.5,-17491 1548.5,-17491 1548.5,-17457 1724.5,-17457 1724.5,-17491\"/>\n",
       "<text text-anchor=\"middle\" x=\"1636.5\" y=\"-17477.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1636.5\" y=\"-17464.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059837056&#45;&gt;139922059836888 -->\n",
       "<g id=\"edge762\" class=\"edge\"><title>139922059837056&#45;&gt;139922059836888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1615.48,-17456.8C1603.56,-17447.7 1588.71,-17436.3 1576.9,-17427.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1578.97,-17424.4 1568.91,-17421 1574.71,-17429.9 1578.97,-17424.4\"/>\n",
       "</g>\n",
       "<!-- 139922059837112 -->\n",
       "<g id=\"node741\" class=\"node\"><title>139922059837112</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1906,-17491 1743,-17491 1743,-17457 1906,-17457 1906,-17491\"/>\n",
       "<text text-anchor=\"middle\" x=\"1824.5\" y=\"-17477.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1824.5\" y=\"-17464.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059837112&#45;&gt;139922059836888 -->\n",
       "<g id=\"edge763\" class=\"edge\"><title>139922059837112&#45;&gt;139922059836888</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1754.44,-17456.9C1708.59,-17446.4 1649.7,-17432.9 1608.11,-17423.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1608.72,-17419.9 1598.19,-17421.1 1607.15,-17426.7 1608.72,-17419.9\"/>\n",
       "</g>\n",
       "<!-- 139922059836776 -->\n",
       "<g id=\"node742\" class=\"node\"><title>139922059836776</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1740.5,-17364 1552.5,-17364 1552.5,-17330 1740.5,-17330 1740.5,-17364\"/>\n",
       "<text text-anchor=\"middle\" x=\"1646.5\" y=\"-17350.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1646.5\" y=\"-17337.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059836776&#45;&gt;139922059836496 -->\n",
       "<g id=\"edge764\" class=\"edge\"><title>139922059836776&#45;&gt;139922059836496</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1606.45,-17329.9C1577.41,-17318.2 1538.59,-17302.6 1511.15,-17291.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1512.18,-17288.2 1501.6,-17287.7 1509.57,-17294.7 1512.18,-17288.2\"/>\n",
       "</g>\n",
       "<!-- 139922059836552 -->\n",
       "<g id=\"node743\" class=\"node\"><title>139922059836552</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1724.5,-17294 1548.5,-17294 1548.5,-17260 1724.5,-17260 1724.5,-17294\"/>\n",
       "<text text-anchor=\"middle\" x=\"1636.5\" y=\"-17280.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1636.5\" y=\"-17267.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059836552&#45;&gt;139922059836328 -->\n",
       "<g id=\"edge765\" class=\"edge\"><title>139922059836552&#45;&gt;139922059836328</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1615.48,-17259.8C1603.56,-17250.7 1588.71,-17239.3 1576.9,-17230.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1578.97,-17227.4 1568.91,-17224 1574.71,-17232.9 1578.97,-17227.4\"/>\n",
       "</g>\n",
       "<!-- 139922059836608 -->\n",
       "<g id=\"node744\" class=\"node\"><title>139922059836608</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1906,-17294 1743,-17294 1743,-17260 1906,-17260 1906,-17294\"/>\n",
       "<text text-anchor=\"middle\" x=\"1824.5\" y=\"-17280.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.12.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1824.5\" y=\"-17267.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059836608&#45;&gt;139922059836328 -->\n",
       "<g id=\"edge766\" class=\"edge\"><title>139922059836608&#45;&gt;139922059836328</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1754.44,-17259.9C1708.59,-17249.4 1649.7,-17235.9 1608.11,-17226.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1608.72,-17222.9 1598.19,-17224.1 1607.15,-17229.7 1608.72,-17222.9\"/>\n",
       "</g>\n",
       "<!-- 139922059836104 -->\n",
       "<g id=\"node745\" class=\"node\"><title>139922059836104</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1697.5,-17110 1509.5,-17110 1509.5,-17076 1697.5,-17076 1697.5,-17110\"/>\n",
       "<text text-anchor=\"middle\" x=\"1603.5\" y=\"-17096.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1603.5\" y=\"-17083.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059836104&#45;&gt;139922059835880 -->\n",
       "<g id=\"edge768\" class=\"edge\"><title>139922059836104&#45;&gt;139922059835880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1582.88,-17075.9C1568.98,-17065 1550.73,-17050.8 1536.88,-17039.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1538.94,-17037.1 1528.91,-17033.7 1534.63,-17042.6 1538.94,-17037.1\"/>\n",
       "</g>\n",
       "<!-- 139922059835936 -->\n",
       "<g id=\"node746\" class=\"node\"><title>139922059835936</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1763.5,-17040 1587.5,-17040 1587.5,-17006 1763.5,-17006 1763.5,-17040\"/>\n",
       "<text text-anchor=\"middle\" x=\"1675.5\" y=\"-17026.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1675.5\" y=\"-17013.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059835936&#45;&gt;139922059835768 -->\n",
       "<g id=\"edge769\" class=\"edge\"><title>139922059835936&#45;&gt;139922059835768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1655.53,-17005.8C1644.32,-16996.8 1630.37,-16985.5 1619.2,-16976.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1621.27,-16973.6 1611.29,-16970 1616.86,-16979.1 1621.27,-16973.6\"/>\n",
       "</g>\n",
       "<!-- 139922059835992 -->\n",
       "<g id=\"node747\" class=\"node\"><title>139922059835992</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1945,-17040 1782,-17040 1782,-17006 1945,-17006 1945,-17040\"/>\n",
       "<text text-anchor=\"middle\" x=\"1863.5\" y=\"-17026.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1863.5\" y=\"-17013.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059835992&#45;&gt;139922059835768 -->\n",
       "<g id=\"edge770\" class=\"edge\"><title>139922059835992&#45;&gt;139922059835768</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1794.48,-17005.9C1749.32,-16995.4 1691.31,-16981.9 1650.34,-16972.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1651.1,-16968.9 1640.57,-16970.1 1649.51,-16975.7 1651.1,-16968.9\"/>\n",
       "</g>\n",
       "<!-- 139922059835656 -->\n",
       "<g id=\"node748\" class=\"node\"><title>139922059835656</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1784.5,-16913 1596.5,-16913 1596.5,-16879 1784.5,-16879 1784.5,-16913\"/>\n",
       "<text text-anchor=\"middle\" x=\"1690.5\" y=\"-16899.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1690.5\" y=\"-16886.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059835656&#45;&gt;139922059835376 -->\n",
       "<g id=\"edge771\" class=\"edge\"><title>139922059835656&#45;&gt;139922059835376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1650.45,-16878.9C1621.41,-16867.2 1582.59,-16851.6 1555.15,-16840.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1556.18,-16837.2 1545.6,-16836.7 1553.57,-16843.7 1556.18,-16837.2\"/>\n",
       "</g>\n",
       "<!-- 139922059835432 -->\n",
       "<g id=\"node749\" class=\"node\"><title>139922059835432</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1768.5,-16843 1592.5,-16843 1592.5,-16809 1768.5,-16809 1768.5,-16843\"/>\n",
       "<text text-anchor=\"middle\" x=\"1680.5\" y=\"-16829.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1680.5\" y=\"-16816.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059835432&#45;&gt;139922059835264 -->\n",
       "<g id=\"edge772\" class=\"edge\"><title>139922059835432&#45;&gt;139922059835264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1659.48,-16808.8C1647.56,-16799.7 1632.71,-16788.3 1620.9,-16779.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1622.97,-16776.4 1612.91,-16773 1618.71,-16781.9 1622.97,-16776.4\"/>\n",
       "</g>\n",
       "<!-- 139922059835488 -->\n",
       "<g id=\"node750\" class=\"node\"><title>139922059835488</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1950,-16843 1787,-16843 1787,-16809 1950,-16809 1950,-16843\"/>\n",
       "<text text-anchor=\"middle\" x=\"1868.5\" y=\"-16829.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1868.5\" y=\"-16816.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059835488&#45;&gt;139922059835264 -->\n",
       "<g id=\"edge773\" class=\"edge\"><title>139922059835488&#45;&gt;139922059835264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1798.44,-16808.9C1752.59,-16798.4 1693.7,-16784.9 1652.11,-16775.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1652.72,-16771.9 1642.19,-16773.1 1651.15,-16778.7 1652.72,-16771.9\"/>\n",
       "</g>\n",
       "<!-- 139922059835152 -->\n",
       "<g id=\"node751\" class=\"node\"><title>139922059835152</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1784.5,-16716 1596.5,-16716 1596.5,-16682 1784.5,-16682 1784.5,-16716\"/>\n",
       "<text text-anchor=\"middle\" x=\"1690.5\" y=\"-16702.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1690.5\" y=\"-16689.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059835152&#45;&gt;139922059834872 -->\n",
       "<g id=\"edge774\" class=\"edge\"><title>139922059835152&#45;&gt;139922059834872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1650.45,-16681.9C1621.41,-16670.2 1582.59,-16654.6 1555.15,-16643.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1556.18,-16640.2 1545.6,-16639.7 1553.57,-16646.7 1556.18,-16640.2\"/>\n",
       "</g>\n",
       "<!-- 139922059834928 -->\n",
       "<g id=\"node752\" class=\"node\"><title>139922059834928</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1768.5,-16646 1592.5,-16646 1592.5,-16612 1768.5,-16612 1768.5,-16646\"/>\n",
       "<text text-anchor=\"middle\" x=\"1680.5\" y=\"-16632.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1680.5\" y=\"-16619.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059834928&#45;&gt;139922059834704 -->\n",
       "<g id=\"edge775\" class=\"edge\"><title>139922059834928&#45;&gt;139922059834704</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1659.48,-16611.8C1647.56,-16602.7 1632.71,-16591.3 1620.9,-16582.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1622.97,-16579.4 1612.91,-16576 1618.71,-16584.9 1622.97,-16579.4\"/>\n",
       "</g>\n",
       "<!-- 139922059834984 -->\n",
       "<g id=\"node753\" class=\"node\"><title>139922059834984</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1950,-16646 1787,-16646 1787,-16612 1950,-16612 1950,-16646\"/>\n",
       "<text text-anchor=\"middle\" x=\"1868.5\" y=\"-16632.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.13.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1868.5\" y=\"-16619.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059834984&#45;&gt;139922059834704 -->\n",
       "<g id=\"edge776\" class=\"edge\"><title>139922059834984&#45;&gt;139922059834704</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1798.44,-16611.9C1752.59,-16601.4 1693.7,-16587.9 1652.11,-16578.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1652.72,-16574.9 1642.19,-16576.1 1651.15,-16581.7 1652.72,-16574.9\"/>\n",
       "</g>\n",
       "<!-- 139922059834480 -->\n",
       "<g id=\"node754\" class=\"node\"><title>139922059834480</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1741.5,-16462 1553.5,-16462 1553.5,-16428 1741.5,-16428 1741.5,-16462\"/>\n",
       "<text text-anchor=\"middle\" x=\"1647.5\" y=\"-16448.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1647.5\" y=\"-16435.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059834480&#45;&gt;139922059834256 -->\n",
       "<g id=\"edge778\" class=\"edge\"><title>139922059834480&#45;&gt;139922059834256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1626.88,-16427.9C1612.98,-16417 1594.73,-16402.8 1580.88,-16391.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1582.94,-16389.1 1572.91,-16385.7 1578.63,-16394.6 1582.94,-16389.1\"/>\n",
       "</g>\n",
       "<!-- 139922059834312 -->\n",
       "<g id=\"node755\" class=\"node\"><title>139922059834312</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1807.5,-16392 1631.5,-16392 1631.5,-16358 1807.5,-16358 1807.5,-16392\"/>\n",
       "<text text-anchor=\"middle\" x=\"1719.5\" y=\"-16378.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1719.5\" y=\"-16365.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059834312&#45;&gt;139922059834144 -->\n",
       "<g id=\"edge779\" class=\"edge\"><title>139922059834312&#45;&gt;139922059834144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1699.53,-16357.8C1688.32,-16348.8 1674.37,-16337.5 1663.2,-16328.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1665.27,-16325.6 1655.29,-16322 1660.86,-16331.1 1665.27,-16325.6\"/>\n",
       "</g>\n",
       "<!-- 139922059834368 -->\n",
       "<g id=\"node756\" class=\"node\"><title>139922059834368</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1989,-16392 1826,-16392 1826,-16358 1989,-16358 1989,-16392\"/>\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-16378.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1907.5\" y=\"-16365.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059834368&#45;&gt;139922059834144 -->\n",
       "<g id=\"edge780\" class=\"edge\"><title>139922059834368&#45;&gt;139922059834144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1838.48,-16357.9C1793.32,-16347.4 1735.31,-16333.9 1694.34,-16324.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1695.1,-16320.9 1684.57,-16322.1 1693.51,-16327.7 1695.1,-16320.9\"/>\n",
       "</g>\n",
       "<!-- 139922059834032 -->\n",
       "<g id=\"node757\" class=\"node\"><title>139922059834032</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1828.5,-16265 1640.5,-16265 1640.5,-16231 1828.5,-16231 1828.5,-16265\"/>\n",
       "<text text-anchor=\"middle\" x=\"1734.5\" y=\"-16251.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1734.5\" y=\"-16238.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059834032&#45;&gt;139922059833752 -->\n",
       "<g id=\"edge781\" class=\"edge\"><title>139922059834032&#45;&gt;139922059833752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1694.45,-16230.9C1665.41,-16219.2 1626.59,-16203.6 1599.15,-16192.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1600.18,-16189.2 1589.6,-16188.7 1597.57,-16195.7 1600.18,-16189.2\"/>\n",
       "</g>\n",
       "<!-- 139922059833808 -->\n",
       "<g id=\"node758\" class=\"node\"><title>139922059833808</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1812.5,-16195 1636.5,-16195 1636.5,-16161 1812.5,-16161 1812.5,-16195\"/>\n",
       "<text text-anchor=\"middle\" x=\"1724.5\" y=\"-16181.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1724.5\" y=\"-16168.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059833808&#45;&gt;139922059833640 -->\n",
       "<g id=\"edge782\" class=\"edge\"><title>139922059833808&#45;&gt;139922059833640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1703.48,-16160.8C1691.56,-16151.7 1676.71,-16140.3 1664.9,-16131.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1666.97,-16128.4 1656.91,-16125 1662.71,-16133.9 1666.97,-16128.4\"/>\n",
       "</g>\n",
       "<!-- 139922059833864 -->\n",
       "<g id=\"node759\" class=\"node\"><title>139922059833864</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1994,-16195 1831,-16195 1831,-16161 1994,-16161 1994,-16195\"/>\n",
       "<text text-anchor=\"middle\" x=\"1912.5\" y=\"-16181.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1912.5\" y=\"-16168.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059833864&#45;&gt;139922059833640 -->\n",
       "<g id=\"edge783\" class=\"edge\"><title>139922059833864&#45;&gt;139922059833640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1842.44,-16160.9C1796.59,-16150.4 1737.7,-16136.9 1696.11,-16127.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1696.72,-16123.9 1686.19,-16125.1 1695.15,-16130.7 1696.72,-16123.9\"/>\n",
       "</g>\n",
       "<!-- 139922059833528 -->\n",
       "<g id=\"node760\" class=\"node\"><title>139922059833528</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1828.5,-16068 1640.5,-16068 1640.5,-16034 1828.5,-16034 1828.5,-16068\"/>\n",
       "<text text-anchor=\"middle\" x=\"1734.5\" y=\"-16054.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1734.5\" y=\"-16041.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059833528&#45;&gt;139922059820896 -->\n",
       "<g id=\"edge784\" class=\"edge\"><title>139922059833528&#45;&gt;139922059820896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1694.45,-16033.9C1665.41,-16022.2 1626.59,-16006.6 1599.15,-15995.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1600.18,-15992.2 1589.6,-15991.7 1597.57,-15998.7 1600.18,-15992.2\"/>\n",
       "</g>\n",
       "<!-- 139922059820952 -->\n",
       "<g id=\"node761\" class=\"node\"><title>139922059820952</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1812.5,-15998 1636.5,-15998 1636.5,-15964 1812.5,-15964 1812.5,-15998\"/>\n",
       "<text text-anchor=\"middle\" x=\"1724.5\" y=\"-15984.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1724.5\" y=\"-15971.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059820952&#45;&gt;139922059820728 -->\n",
       "<g id=\"edge785\" class=\"edge\"><title>139922059820952&#45;&gt;139922059820728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1703.48,-15963.8C1691.56,-15954.7 1676.71,-15943.3 1664.9,-15934.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1666.97,-15931.4 1656.91,-15928 1662.71,-15936.9 1666.97,-15931.4\"/>\n",
       "</g>\n",
       "<!-- 139922059821008 -->\n",
       "<g id=\"node762\" class=\"node\"><title>139922059821008</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1994,-15998 1831,-15998 1831,-15964 1994,-15964 1994,-15998\"/>\n",
       "<text text-anchor=\"middle\" x=\"1912.5\" y=\"-15984.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.14.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1912.5\" y=\"-15971.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059821008&#45;&gt;139922059820728 -->\n",
       "<g id=\"edge786\" class=\"edge\"><title>139922059821008&#45;&gt;139922059820728</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1842.44,-15963.9C1796.59,-15953.4 1737.7,-15939.9 1696.11,-15930.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1696.72,-15926.9 1686.19,-15928.1 1695.15,-15933.7 1696.72,-15926.9\"/>\n",
       "</g>\n",
       "<!-- 139922059820504 -->\n",
       "<g id=\"node763\" class=\"node\"><title>139922059820504</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1785.5,-15814 1597.5,-15814 1597.5,-15780 1785.5,-15780 1785.5,-15814\"/>\n",
       "<text text-anchor=\"middle\" x=\"1691.5\" y=\"-15800.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1691.5\" y=\"-15787.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059820504&#45;&gt;139922059820280 -->\n",
       "<g id=\"edge788\" class=\"edge\"><title>139922059820504&#45;&gt;139922059820280</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1670.88,-15779.9C1656.98,-15769 1638.73,-15754.8 1624.88,-15743.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1626.94,-15741.1 1616.91,-15737.7 1622.63,-15746.6 1626.94,-15741.1\"/>\n",
       "</g>\n",
       "<!-- 139922059820336 -->\n",
       "<g id=\"node764\" class=\"node\"><title>139922059820336</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1851.5,-15744 1675.5,-15744 1675.5,-15710 1851.5,-15710 1851.5,-15744\"/>\n",
       "<text text-anchor=\"middle\" x=\"1763.5\" y=\"-15730.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1763.5\" y=\"-15717.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059820336&#45;&gt;139922059820168 -->\n",
       "<g id=\"edge789\" class=\"edge\"><title>139922059820336&#45;&gt;139922059820168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1743.53,-15709.8C1732.32,-15700.8 1718.37,-15689.5 1707.2,-15680.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1709.27,-15677.6 1699.29,-15674 1704.86,-15683.1 1709.27,-15677.6\"/>\n",
       "</g>\n",
       "<!-- 139922059820392 -->\n",
       "<g id=\"node765\" class=\"node\"><title>139922059820392</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2033,-15744 1870,-15744 1870,-15710 2033,-15710 2033,-15744\"/>\n",
       "<text text-anchor=\"middle\" x=\"1951.5\" y=\"-15730.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1951.5\" y=\"-15717.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059820392&#45;&gt;139922059820168 -->\n",
       "<g id=\"edge790\" class=\"edge\"><title>139922059820392&#45;&gt;139922059820168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1882.48,-15709.9C1837.32,-15699.4 1779.31,-15685.9 1738.34,-15676.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1739.1,-15672.9 1728.57,-15674.1 1737.51,-15679.7 1739.1,-15672.9\"/>\n",
       "</g>\n",
       "<!-- 139922059820056 -->\n",
       "<g id=\"node766\" class=\"node\"><title>139922059820056</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1872.5,-15617 1684.5,-15617 1684.5,-15583 1872.5,-15583 1872.5,-15617\"/>\n",
       "<text text-anchor=\"middle\" x=\"1778.5\" y=\"-15603.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1778.5\" y=\"-15590.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059820056&#45;&gt;139922059819776 -->\n",
       "<g id=\"edge791\" class=\"edge\"><title>139922059820056&#45;&gt;139922059819776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1738.45,-15582.9C1709.41,-15571.2 1670.59,-15555.6 1643.15,-15544.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1644.18,-15541.2 1633.6,-15540.7 1641.57,-15547.7 1644.18,-15541.2\"/>\n",
       "</g>\n",
       "<!-- 139922059819832 -->\n",
       "<g id=\"node767\" class=\"node\"><title>139922059819832</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1856.5,-15547 1680.5,-15547 1680.5,-15513 1856.5,-15513 1856.5,-15547\"/>\n",
       "<text text-anchor=\"middle\" x=\"1768.5\" y=\"-15533.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1768.5\" y=\"-15520.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059819832&#45;&gt;139922059819664 -->\n",
       "<g id=\"edge792\" class=\"edge\"><title>139922059819832&#45;&gt;139922059819664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1747.48,-15512.8C1735.56,-15503.7 1720.71,-15492.3 1708.9,-15483.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1710.97,-15480.4 1700.91,-15477 1706.71,-15485.9 1710.97,-15480.4\"/>\n",
       "</g>\n",
       "<!-- 139922059819888 -->\n",
       "<g id=\"node768\" class=\"node\"><title>139922059819888</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2038,-15547 1875,-15547 1875,-15513 2038,-15513 2038,-15547\"/>\n",
       "<text text-anchor=\"middle\" x=\"1956.5\" y=\"-15533.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1956.5\" y=\"-15520.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059819888&#45;&gt;139922059819664 -->\n",
       "<g id=\"edge793\" class=\"edge\"><title>139922059819888&#45;&gt;139922059819664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1886.44,-15512.9C1840.59,-15502.4 1781.7,-15488.9 1740.11,-15479.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1740.72,-15475.9 1730.19,-15477.1 1739.15,-15482.7 1740.72,-15475.9\"/>\n",
       "</g>\n",
       "<!-- 139922059819552 -->\n",
       "<g id=\"node769\" class=\"node\"><title>139922059819552</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1872.5,-15420 1684.5,-15420 1684.5,-15386 1872.5,-15386 1872.5,-15420\"/>\n",
       "<text text-anchor=\"middle\" x=\"1778.5\" y=\"-15406.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1778.5\" y=\"-15393.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059819552&#45;&gt;139922059819272 -->\n",
       "<g id=\"edge794\" class=\"edge\"><title>139922059819552&#45;&gt;139922059819272</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1738.45,-15385.9C1709.41,-15374.2 1670.59,-15358.6 1643.15,-15347.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1644.18,-15344.2 1633.6,-15343.7 1641.57,-15350.7 1644.18,-15344.2\"/>\n",
       "</g>\n",
       "<!-- 139922059819328 -->\n",
       "<g id=\"node770\" class=\"node\"><title>139922059819328</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1856.5,-15350 1680.5,-15350 1680.5,-15316 1856.5,-15316 1856.5,-15350\"/>\n",
       "<text text-anchor=\"middle\" x=\"1768.5\" y=\"-15336.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1768.5\" y=\"-15323.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059819328&#45;&gt;139922059819104 -->\n",
       "<g id=\"edge795\" class=\"edge\"><title>139922059819328&#45;&gt;139922059819104</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1747.48,-15315.8C1735.56,-15306.7 1720.71,-15295.3 1708.9,-15286.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1710.97,-15283.4 1700.91,-15280 1706.71,-15288.9 1710.97,-15283.4\"/>\n",
       "</g>\n",
       "<!-- 139922059819384 -->\n",
       "<g id=\"node771\" class=\"node\"><title>139922059819384</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2038,-15350 1875,-15350 1875,-15316 2038,-15316 2038,-15350\"/>\n",
       "<text text-anchor=\"middle\" x=\"1956.5\" y=\"-15336.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.15.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1956.5\" y=\"-15323.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059819384&#45;&gt;139922059819104 -->\n",
       "<g id=\"edge796\" class=\"edge\"><title>139922059819384&#45;&gt;139922059819104</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1886.44,-15315.9C1840.59,-15305.4 1781.7,-15291.9 1740.11,-15282.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1740.72,-15278.9 1730.19,-15280.1 1739.15,-15285.7 1740.72,-15278.9\"/>\n",
       "</g>\n",
       "<!-- 139922059818880 -->\n",
       "<g id=\"node772\" class=\"node\"><title>139922059818880</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1829.5,-15166 1641.5,-15166 1641.5,-15132 1829.5,-15132 1829.5,-15166\"/>\n",
       "<text text-anchor=\"middle\" x=\"1735.5\" y=\"-15152.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1735.5\" y=\"-15139.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059818880&#45;&gt;139922059818656 -->\n",
       "<g id=\"edge798\" class=\"edge\"><title>139922059818880&#45;&gt;139922059818656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1714.88,-15131.9C1700.98,-15121 1682.73,-15106.8 1668.88,-15095.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1670.94,-15093.1 1660.91,-15089.7 1666.63,-15098.6 1670.94,-15093.1\"/>\n",
       "</g>\n",
       "<!-- 139922059818712 -->\n",
       "<g id=\"node773\" class=\"node\"><title>139922059818712</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1895.5,-15096 1719.5,-15096 1719.5,-15062 1895.5,-15062 1895.5,-15096\"/>\n",
       "<text text-anchor=\"middle\" x=\"1807.5\" y=\"-15082.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1807.5\" y=\"-15069.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059818712&#45;&gt;139922059818544 -->\n",
       "<g id=\"edge799\" class=\"edge\"><title>139922059818712&#45;&gt;139922059818544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1787.53,-15061.8C1776.32,-15052.8 1762.37,-15041.5 1751.2,-15032.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1753.27,-15029.6 1743.29,-15026 1748.86,-15035.1 1753.27,-15029.6\"/>\n",
       "</g>\n",
       "<!-- 139922059818768 -->\n",
       "<g id=\"node774\" class=\"node\"><title>139922059818768</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2077,-15096 1914,-15096 1914,-15062 2077,-15062 2077,-15096\"/>\n",
       "<text text-anchor=\"middle\" x=\"1995.5\" y=\"-15082.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"1995.5\" y=\"-15069.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059818768&#45;&gt;139922059818544 -->\n",
       "<g id=\"edge800\" class=\"edge\"><title>139922059818768&#45;&gt;139922059818544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1926.48,-15061.9C1881.32,-15051.4 1823.31,-15037.9 1782.34,-15028.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1783.1,-15024.9 1772.57,-15026.1 1781.51,-15031.7 1783.1,-15024.9\"/>\n",
       "</g>\n",
       "<!-- 139922059818432 -->\n",
       "<g id=\"node775\" class=\"node\"><title>139922059818432</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1916.5,-14969 1728.5,-14969 1728.5,-14935 1916.5,-14935 1916.5,-14969\"/>\n",
       "<text text-anchor=\"middle\" x=\"1822.5\" y=\"-14955.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1822.5\" y=\"-14942.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059818432&#45;&gt;139922059818152 -->\n",
       "<g id=\"edge801\" class=\"edge\"><title>139922059818432&#45;&gt;139922059818152</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1782.45,-14934.9C1753.41,-14923.2 1714.59,-14907.6 1687.15,-14896.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1688.18,-14893.2 1677.6,-14892.7 1685.57,-14899.7 1688.18,-14893.2\"/>\n",
       "</g>\n",
       "<!-- 139922059818208 -->\n",
       "<g id=\"node776\" class=\"node\"><title>139922059818208</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1900.5,-14899 1724.5,-14899 1724.5,-14865 1900.5,-14865 1900.5,-14899\"/>\n",
       "<text text-anchor=\"middle\" x=\"1812.5\" y=\"-14885.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1812.5\" y=\"-14872.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059818208&#45;&gt;139922059818040 -->\n",
       "<g id=\"edge802\" class=\"edge\"><title>139922059818208&#45;&gt;139922059818040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1791.48,-14864.8C1779.56,-14855.7 1764.71,-14844.3 1752.9,-14835.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1754.97,-14832.4 1744.91,-14829 1750.71,-14837.9 1754.97,-14832.4\"/>\n",
       "</g>\n",
       "<!-- 139922059818264 -->\n",
       "<g id=\"node777\" class=\"node\"><title>139922059818264</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2082,-14899 1919,-14899 1919,-14865 2082,-14865 2082,-14899\"/>\n",
       "<text text-anchor=\"middle\" x=\"2000.5\" y=\"-14885.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2000.5\" y=\"-14872.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059818264&#45;&gt;139922059818040 -->\n",
       "<g id=\"edge803\" class=\"edge\"><title>139922059818264&#45;&gt;139922059818040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1930.44,-14864.9C1884.59,-14854.4 1825.7,-14840.9 1784.11,-14831.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1784.72,-14827.9 1774.19,-14829.1 1783.15,-14834.7 1784.72,-14827.9\"/>\n",
       "</g>\n",
       "<!-- 139922059817928 -->\n",
       "<g id=\"node778\" class=\"node\"><title>139922059817928</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1916.5,-14772 1728.5,-14772 1728.5,-14738 1916.5,-14738 1916.5,-14772\"/>\n",
       "<text text-anchor=\"middle\" x=\"1822.5\" y=\"-14758.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1822.5\" y=\"-14745.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059817928&#45;&gt;139922059817648 -->\n",
       "<g id=\"edge804\" class=\"edge\"><title>139922059817928&#45;&gt;139922059817648</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1782.45,-14737.9C1753.41,-14726.2 1714.59,-14710.6 1687.15,-14699.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1688.18,-14696.2 1677.6,-14695.7 1685.57,-14702.7 1688.18,-14696.2\"/>\n",
       "</g>\n",
       "<!-- 139922059817704 -->\n",
       "<g id=\"node779\" class=\"node\"><title>139922059817704</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1900.5,-14702 1724.5,-14702 1724.5,-14668 1900.5,-14668 1900.5,-14702\"/>\n",
       "<text text-anchor=\"middle\" x=\"1812.5\" y=\"-14688.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1812.5\" y=\"-14675.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059817704&#45;&gt;139922059817480 -->\n",
       "<g id=\"edge805\" class=\"edge\"><title>139922059817704&#45;&gt;139922059817480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1791.48,-14667.8C1779.56,-14658.7 1764.71,-14647.3 1752.9,-14638.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1754.97,-14635.4 1744.91,-14632 1750.71,-14640.9 1754.97,-14635.4\"/>\n",
       "</g>\n",
       "<!-- 139922059817760 -->\n",
       "<g id=\"node780\" class=\"node\"><title>139922059817760</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2082,-14702 1919,-14702 1919,-14668 2082,-14668 2082,-14702\"/>\n",
       "<text text-anchor=\"middle\" x=\"2000.5\" y=\"-14688.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.16.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2000.5\" y=\"-14675.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059817760&#45;&gt;139922059817480 -->\n",
       "<g id=\"edge806\" class=\"edge\"><title>139922059817760&#45;&gt;139922059817480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1930.44,-14667.9C1884.59,-14657.4 1825.7,-14643.9 1784.11,-14634.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1784.72,-14630.9 1774.19,-14632.1 1783.15,-14637.7 1784.72,-14630.9\"/>\n",
       "</g>\n",
       "<!-- 139922059817256 -->\n",
       "<g id=\"node781\" class=\"node\"><title>139922059817256</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1873.5,-14518 1685.5,-14518 1685.5,-14484 1873.5,-14484 1873.5,-14518\"/>\n",
       "<text text-anchor=\"middle\" x=\"1779.5\" y=\"-14504.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1779.5\" y=\"-14491.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059817256&#45;&gt;139922059817032 -->\n",
       "<g id=\"edge808\" class=\"edge\"><title>139922059817256&#45;&gt;139922059817032</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1758.88,-14483.9C1744.98,-14473 1726.73,-14458.8 1712.88,-14447.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1714.94,-14445.1 1704.91,-14441.7 1710.63,-14450.6 1714.94,-14445.1\"/>\n",
       "</g>\n",
       "<!-- 139922059817088 -->\n",
       "<g id=\"node782\" class=\"node\"><title>139922059817088</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1939.5,-14448 1763.5,-14448 1763.5,-14414 1939.5,-14414 1939.5,-14448\"/>\n",
       "<text text-anchor=\"middle\" x=\"1851.5\" y=\"-14434.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1851.5\" y=\"-14421.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059817088&#45;&gt;139922059804568 -->\n",
       "<g id=\"edge809\" class=\"edge\"><title>139922059817088&#45;&gt;139922059804568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1831.53,-14413.8C1820.32,-14404.8 1806.37,-14393.5 1795.2,-14384.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1797.27,-14381.6 1787.29,-14378 1792.86,-14387.1 1797.27,-14381.6\"/>\n",
       "</g>\n",
       "<!-- 139922059817144 -->\n",
       "<g id=\"node783\" class=\"node\"><title>139922059817144</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2121,-14448 1958,-14448 1958,-14414 2121,-14414 2121,-14448\"/>\n",
       "<text text-anchor=\"middle\" x=\"2039.5\" y=\"-14434.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2039.5\" y=\"-14421.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059817144&#45;&gt;139922059804568 -->\n",
       "<g id=\"edge810\" class=\"edge\"><title>139922059817144&#45;&gt;139922059804568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1970.48,-14413.9C1925.32,-14403.4 1867.31,-14389.9 1826.34,-14380.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1827.1,-14376.9 1816.57,-14378.1 1825.51,-14383.7 1827.1,-14376.9\"/>\n",
       "</g>\n",
       "<!-- 139922059804456 -->\n",
       "<g id=\"node784\" class=\"node\"><title>139922059804456</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1960.5,-14321 1772.5,-14321 1772.5,-14287 1960.5,-14287 1960.5,-14321\"/>\n",
       "<text text-anchor=\"middle\" x=\"1866.5\" y=\"-14307.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1866.5\" y=\"-14294.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059804456&#45;&gt;139922059804176 -->\n",
       "<g id=\"edge811\" class=\"edge\"><title>139922059804456&#45;&gt;139922059804176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1826.45,-14286.9C1797.41,-14275.2 1758.59,-14259.6 1731.15,-14248.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1732.18,-14245.2 1721.6,-14244.7 1729.57,-14251.7 1732.18,-14245.2\"/>\n",
       "</g>\n",
       "<!-- 139922059804232 -->\n",
       "<g id=\"node785\" class=\"node\"><title>139922059804232</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1944.5,-14251 1768.5,-14251 1768.5,-14217 1944.5,-14217 1944.5,-14251\"/>\n",
       "<text text-anchor=\"middle\" x=\"1856.5\" y=\"-14237.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1856.5\" y=\"-14224.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059804232&#45;&gt;139922059804064 -->\n",
       "<g id=\"edge812\" class=\"edge\"><title>139922059804232&#45;&gt;139922059804064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1835.48,-14216.8C1823.56,-14207.7 1808.71,-14196.3 1796.9,-14187.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1798.97,-14184.4 1788.91,-14181 1794.71,-14189.9 1798.97,-14184.4\"/>\n",
       "</g>\n",
       "<!-- 139922059804288 -->\n",
       "<g id=\"node786\" class=\"node\"><title>139922059804288</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2126,-14251 1963,-14251 1963,-14217 2126,-14217 2126,-14251\"/>\n",
       "<text text-anchor=\"middle\" x=\"2044.5\" y=\"-14237.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2044.5\" y=\"-14224.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059804288&#45;&gt;139922059804064 -->\n",
       "<g id=\"edge813\" class=\"edge\"><title>139922059804288&#45;&gt;139922059804064</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1974.44,-14216.9C1928.59,-14206.4 1869.7,-14192.9 1828.11,-14183.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1828.72,-14179.9 1818.19,-14181.1 1827.15,-14186.7 1828.72,-14179.9\"/>\n",
       "</g>\n",
       "<!-- 139922059803952 -->\n",
       "<g id=\"node787\" class=\"node\"><title>139922059803952</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1960.5,-14124 1772.5,-14124 1772.5,-14090 1960.5,-14090 1960.5,-14124\"/>\n",
       "<text text-anchor=\"middle\" x=\"1866.5\" y=\"-14110.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1866.5\" y=\"-14097.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059803952&#45;&gt;139922059803672 -->\n",
       "<g id=\"edge814\" class=\"edge\"><title>139922059803952&#45;&gt;139922059803672</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1826.45,-14089.9C1797.41,-14078.2 1758.59,-14062.6 1731.15,-14051.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1732.18,-14048.2 1721.6,-14047.7 1729.57,-14054.7 1732.18,-14048.2\"/>\n",
       "</g>\n",
       "<!-- 139922059803728 -->\n",
       "<g id=\"node788\" class=\"node\"><title>139922059803728</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1944.5,-14054 1768.5,-14054 1768.5,-14020 1944.5,-14020 1944.5,-14054\"/>\n",
       "<text text-anchor=\"middle\" x=\"1856.5\" y=\"-14040.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1856.5\" y=\"-14027.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059803728&#45;&gt;139922059803504 -->\n",
       "<g id=\"edge815\" class=\"edge\"><title>139922059803728&#45;&gt;139922059803504</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1835.48,-14019.8C1823.56,-14010.7 1808.71,-13999.3 1796.9,-13990.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1798.97,-13987.4 1788.91,-13984 1794.71,-13992.9 1798.97,-13987.4\"/>\n",
       "</g>\n",
       "<!-- 139922059803784 -->\n",
       "<g id=\"node789\" class=\"node\"><title>139922059803784</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2126,-14054 1963,-14054 1963,-14020 2126,-14020 2126,-14054\"/>\n",
       "<text text-anchor=\"middle\" x=\"2044.5\" y=\"-14040.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.17.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2044.5\" y=\"-14027.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059803784&#45;&gt;139922059803504 -->\n",
       "<g id=\"edge816\" class=\"edge\"><title>139922059803784&#45;&gt;139922059803504</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1974.44,-14019.9C1928.59,-14009.4 1869.7,-13995.9 1828.11,-13986.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1828.72,-13982.9 1818.19,-13984.1 1827.15,-13989.7 1828.72,-13982.9\"/>\n",
       "</g>\n",
       "<!-- 139922059803280 -->\n",
       "<g id=\"node790\" class=\"node\"><title>139922059803280</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1917.5,-13870 1729.5,-13870 1729.5,-13836 1917.5,-13836 1917.5,-13870\"/>\n",
       "<text text-anchor=\"middle\" x=\"1823.5\" y=\"-13856.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1823.5\" y=\"-13843.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059803280&#45;&gt;139922059803056 -->\n",
       "<g id=\"edge818\" class=\"edge\"><title>139922059803280&#45;&gt;139922059803056</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1802.88,-13835.9C1788.98,-13825 1770.73,-13810.8 1756.88,-13799.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1758.94,-13797.1 1748.91,-13793.7 1754.63,-13802.6 1758.94,-13797.1\"/>\n",
       "</g>\n",
       "<!-- 139922059803112 -->\n",
       "<g id=\"node791\" class=\"node\"><title>139922059803112</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1983.5,-13800 1807.5,-13800 1807.5,-13766 1983.5,-13766 1983.5,-13800\"/>\n",
       "<text text-anchor=\"middle\" x=\"1895.5\" y=\"-13786.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1895.5\" y=\"-13773.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059803112&#45;&gt;139922059802944 -->\n",
       "<g id=\"edge819\" class=\"edge\"><title>139922059803112&#45;&gt;139922059802944</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1875.53,-13765.8C1864.32,-13756.8 1850.37,-13745.5 1839.2,-13736.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1841.27,-13733.6 1831.29,-13730 1836.86,-13739.1 1841.27,-13733.6\"/>\n",
       "</g>\n",
       "<!-- 139922059803168 -->\n",
       "<g id=\"node792\" class=\"node\"><title>139922059803168</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2165,-13800 2002,-13800 2002,-13766 2165,-13766 2165,-13800\"/>\n",
       "<text text-anchor=\"middle\" x=\"2083.5\" y=\"-13786.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2083.5\" y=\"-13773.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059803168&#45;&gt;139922059802944 -->\n",
       "<g id=\"edge820\" class=\"edge\"><title>139922059803168&#45;&gt;139922059802944</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2014.48,-13765.9C1969.32,-13755.4 1911.31,-13741.9 1870.34,-13732.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1871.1,-13728.9 1860.57,-13730.1 1869.51,-13735.7 1871.1,-13728.9\"/>\n",
       "</g>\n",
       "<!-- 139922059802832 -->\n",
       "<g id=\"node793\" class=\"node\"><title>139922059802832</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2004.5,-13673 1816.5,-13673 1816.5,-13639 2004.5,-13639 2004.5,-13673\"/>\n",
       "<text text-anchor=\"middle\" x=\"1910.5\" y=\"-13659.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1910.5\" y=\"-13646.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059802832&#45;&gt;139922059802552 -->\n",
       "<g id=\"edge821\" class=\"edge\"><title>139922059802832&#45;&gt;139922059802552</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1870.45,-13638.9C1841.41,-13627.2 1802.59,-13611.6 1775.15,-13600.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1776.18,-13597.2 1765.6,-13596.7 1773.57,-13603.7 1776.18,-13597.2\"/>\n",
       "</g>\n",
       "<!-- 139922059802608 -->\n",
       "<g id=\"node794\" class=\"node\"><title>139922059802608</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1988.5,-13603 1812.5,-13603 1812.5,-13569 1988.5,-13569 1988.5,-13603\"/>\n",
       "<text text-anchor=\"middle\" x=\"1900.5\" y=\"-13589.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1900.5\" y=\"-13576.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059802608&#45;&gt;139922059802440 -->\n",
       "<g id=\"edge822\" class=\"edge\"><title>139922059802608&#45;&gt;139922059802440</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1879.48,-13568.8C1867.56,-13559.7 1852.71,-13548.3 1840.9,-13539.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1842.97,-13536.4 1832.91,-13533 1838.71,-13541.9 1842.97,-13536.4\"/>\n",
       "</g>\n",
       "<!-- 139922059802664 -->\n",
       "<g id=\"node795\" class=\"node\"><title>139922059802664</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2170,-13603 2007,-13603 2007,-13569 2170,-13569 2170,-13603\"/>\n",
       "<text text-anchor=\"middle\" x=\"2088.5\" y=\"-13589.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2088.5\" y=\"-13576.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059802664&#45;&gt;139922059802440 -->\n",
       "<g id=\"edge823\" class=\"edge\"><title>139922059802664&#45;&gt;139922059802440</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2018.44,-13568.9C1972.59,-13558.4 1913.7,-13544.9 1872.11,-13535.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1872.72,-13531.9 1862.19,-13533.1 1871.15,-13538.7 1872.72,-13531.9\"/>\n",
       "</g>\n",
       "<!-- 139922059802328 -->\n",
       "<g id=\"node796\" class=\"node\"><title>139922059802328</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2004.5,-13476 1816.5,-13476 1816.5,-13442 2004.5,-13442 2004.5,-13476\"/>\n",
       "<text text-anchor=\"middle\" x=\"1910.5\" y=\"-13462.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1910.5\" y=\"-13449.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059802328&#45;&gt;139922059802048 -->\n",
       "<g id=\"edge824\" class=\"edge\"><title>139922059802328&#45;&gt;139922059802048</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1870.45,-13441.9C1841.41,-13430.2 1802.59,-13414.6 1775.15,-13403.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1776.18,-13400.2 1765.6,-13399.7 1773.57,-13406.7 1776.18,-13400.2\"/>\n",
       "</g>\n",
       "<!-- 139922059802104 -->\n",
       "<g id=\"node797\" class=\"node\"><title>139922059802104</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1988.5,-13406 1812.5,-13406 1812.5,-13372 1988.5,-13372 1988.5,-13406\"/>\n",
       "<text text-anchor=\"middle\" x=\"1900.5\" y=\"-13392.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1900.5\" y=\"-13379.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059802104&#45;&gt;139922059801880 -->\n",
       "<g id=\"edge825\" class=\"edge\"><title>139922059802104&#45;&gt;139922059801880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1879.48,-13371.8C1867.56,-13362.7 1852.71,-13351.3 1840.9,-13342.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1842.97,-13339.4 1832.91,-13336 1838.71,-13344.9 1842.97,-13339.4\"/>\n",
       "</g>\n",
       "<!-- 139922059802160 -->\n",
       "<g id=\"node798\" class=\"node\"><title>139922059802160</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2170,-13406 2007,-13406 2007,-13372 2170,-13372 2170,-13406\"/>\n",
       "<text text-anchor=\"middle\" x=\"2088.5\" y=\"-13392.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.18.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2088.5\" y=\"-13379.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059802160&#45;&gt;139922059801880 -->\n",
       "<g id=\"edge826\" class=\"edge\"><title>139922059802160&#45;&gt;139922059801880</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2018.44,-13371.9C1972.59,-13361.4 1913.7,-13347.9 1872.11,-13338.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1872.72,-13334.9 1862.19,-13336.1 1871.15,-13341.7 1872.72,-13334.9\"/>\n",
       "</g>\n",
       "<!-- 139922059801656 -->\n",
       "<g id=\"node799\" class=\"node\"><title>139922059801656</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"1961.5,-13222 1773.5,-13222 1773.5,-13188 1961.5,-13188 1961.5,-13222\"/>\n",
       "<text text-anchor=\"middle\" x=\"1867.5\" y=\"-13208.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1867.5\" y=\"-13195.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059801656&#45;&gt;139922059801432 -->\n",
       "<g id=\"edge828\" class=\"edge\"><title>139922059801656&#45;&gt;139922059801432</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1846.88,-13187.9C1832.98,-13177 1814.73,-13162.8 1800.88,-13151.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1802.94,-13149.1 1792.91,-13145.7 1798.63,-13154.6 1802.94,-13149.1\"/>\n",
       "</g>\n",
       "<!-- 139922059801488 -->\n",
       "<g id=\"node800\" class=\"node\"><title>139922059801488</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2027.5,-13152 1851.5,-13152 1851.5,-13118 2027.5,-13118 2027.5,-13152\"/>\n",
       "<text text-anchor=\"middle\" x=\"1939.5\" y=\"-13138.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1939.5\" y=\"-13125.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059801488&#45;&gt;139922059801320 -->\n",
       "<g id=\"edge829\" class=\"edge\"><title>139922059801488&#45;&gt;139922059801320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1919.53,-13117.8C1908.32,-13108.8 1894.37,-13097.5 1883.2,-13088.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1885.27,-13085.6 1875.29,-13082 1880.86,-13091.1 1885.27,-13085.6\"/>\n",
       "</g>\n",
       "<!-- 139922059801544 -->\n",
       "<g id=\"node801\" class=\"node\"><title>139922059801544</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2209,-13152 2046,-13152 2046,-13118 2209,-13118 2209,-13152\"/>\n",
       "<text text-anchor=\"middle\" x=\"2127.5\" y=\"-13138.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2127.5\" y=\"-13125.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059801544&#45;&gt;139922059801320 -->\n",
       "<g id=\"edge830\" class=\"edge\"><title>139922059801544&#45;&gt;139922059801320</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2058.48,-13117.9C2013.32,-13107.4 1955.31,-13093.9 1914.34,-13084.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1915.1,-13080.9 1904.57,-13082.1 1913.51,-13087.7 1915.1,-13080.9\"/>\n",
       "</g>\n",
       "<!-- 139922059801208 -->\n",
       "<g id=\"node802\" class=\"node\"><title>139922059801208</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2048.5,-13025 1860.5,-13025 1860.5,-12991 2048.5,-12991 2048.5,-13025\"/>\n",
       "<text text-anchor=\"middle\" x=\"1954.5\" y=\"-13011.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1954.5\" y=\"-12998.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059801208&#45;&gt;139922059800928 -->\n",
       "<g id=\"edge831\" class=\"edge\"><title>139922059801208&#45;&gt;139922059800928</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1914.45,-12990.9C1885.41,-12979.2 1846.59,-12963.6 1819.15,-12952.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1820.18,-12949.2 1809.6,-12948.7 1817.57,-12955.7 1820.18,-12949.2\"/>\n",
       "</g>\n",
       "<!-- 139922059800984 -->\n",
       "<g id=\"node803\" class=\"node\"><title>139922059800984</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2032.5,-12955 1856.5,-12955 1856.5,-12921 2032.5,-12921 2032.5,-12955\"/>\n",
       "<text text-anchor=\"middle\" x=\"1944.5\" y=\"-12941.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1944.5\" y=\"-12928.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059800984&#45;&gt;139922059800816 -->\n",
       "<g id=\"edge832\" class=\"edge\"><title>139922059800984&#45;&gt;139922059800816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1923.48,-12920.8C1911.56,-12911.7 1896.71,-12900.3 1884.9,-12891.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1886.97,-12888.4 1876.91,-12885 1882.71,-12893.9 1886.97,-12888.4\"/>\n",
       "</g>\n",
       "<!-- 139922059801040 -->\n",
       "<g id=\"node804\" class=\"node\"><title>139922059801040</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2214,-12955 2051,-12955 2051,-12921 2214,-12921 2214,-12955\"/>\n",
       "<text text-anchor=\"middle\" x=\"2132.5\" y=\"-12941.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2132.5\" y=\"-12928.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059801040&#45;&gt;139922059800816 -->\n",
       "<g id=\"edge833\" class=\"edge\"><title>139922059801040&#45;&gt;139922059800816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2062.44,-12920.9C2016.59,-12910.4 1957.7,-12896.9 1916.11,-12887.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1916.72,-12883.9 1906.19,-12885.1 1915.15,-12890.7 1916.72,-12883.9\"/>\n",
       "</g>\n",
       "<!-- 139922059800704 -->\n",
       "<g id=\"node805\" class=\"node\"><title>139922059800704</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2048.5,-12828 1860.5,-12828 1860.5,-12794 2048.5,-12794 2048.5,-12828\"/>\n",
       "<text text-anchor=\"middle\" x=\"1954.5\" y=\"-12814.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1954.5\" y=\"-12801.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059800704&#45;&gt;139922059255592 -->\n",
       "<g id=\"edge834\" class=\"edge\"><title>139922059800704&#45;&gt;139922059255592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1914.45,-12793.9C1885.41,-12782.2 1846.59,-12766.6 1819.15,-12755.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1820.18,-12752.2 1809.6,-12751.7 1817.57,-12758.7 1820.18,-12752.2\"/>\n",
       "</g>\n",
       "<!-- 139922059255648 -->\n",
       "<g id=\"node806\" class=\"node\"><title>139922059255648</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2032.5,-12758 1856.5,-12758 1856.5,-12724 2032.5,-12724 2032.5,-12758\"/>\n",
       "<text text-anchor=\"middle\" x=\"1944.5\" y=\"-12744.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1944.5\" y=\"-12731.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059255648&#45;&gt;139922059255424 -->\n",
       "<g id=\"edge835\" class=\"edge\"><title>139922059255648&#45;&gt;139922059255424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1923.48,-12723.8C1911.56,-12714.7 1896.71,-12703.3 1884.9,-12694.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1886.97,-12691.4 1876.91,-12688 1882.71,-12696.9 1886.97,-12691.4\"/>\n",
       "</g>\n",
       "<!-- 139922059255704 -->\n",
       "<g id=\"node807\" class=\"node\"><title>139922059255704</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2214,-12758 2051,-12758 2051,-12724 2214,-12724 2214,-12758\"/>\n",
       "<text text-anchor=\"middle\" x=\"2132.5\" y=\"-12744.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.19.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2132.5\" y=\"-12731.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059255704&#45;&gt;139922059255424 -->\n",
       "<g id=\"edge836\" class=\"edge\"><title>139922059255704&#45;&gt;139922059255424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2062.44,-12723.9C2016.59,-12713.4 1957.7,-12699.9 1916.11,-12690.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1916.72,-12686.9 1906.19,-12688.1 1915.15,-12693.7 1916.72,-12686.9\"/>\n",
       "</g>\n",
       "<!-- 139922059255200 -->\n",
       "<g id=\"node808\" class=\"node\"><title>139922059255200</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2005.5,-12574 1817.5,-12574 1817.5,-12540 2005.5,-12540 2005.5,-12574\"/>\n",
       "<text text-anchor=\"middle\" x=\"1911.5\" y=\"-12560.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1911.5\" y=\"-12547.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059255200&#45;&gt;139922059254976 -->\n",
       "<g id=\"edge838\" class=\"edge\"><title>139922059255200&#45;&gt;139922059254976</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1890.88,-12539.9C1876.98,-12529 1858.73,-12514.8 1844.88,-12503.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1846.94,-12501.1 1836.91,-12497.7 1842.63,-12506.6 1846.94,-12501.1\"/>\n",
       "</g>\n",
       "<!-- 139922059255032 -->\n",
       "<g id=\"node809\" class=\"node\"><title>139922059255032</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2071.5,-12504 1895.5,-12504 1895.5,-12470 2071.5,-12470 2071.5,-12504\"/>\n",
       "<text text-anchor=\"middle\" x=\"1983.5\" y=\"-12490.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1983.5\" y=\"-12477.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059255032&#45;&gt;139922059254864 -->\n",
       "<g id=\"edge839\" class=\"edge\"><title>139922059255032&#45;&gt;139922059254864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1963.53,-12469.8C1952.32,-12460.8 1938.37,-12449.5 1927.2,-12440.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1929.27,-12437.6 1919.29,-12434 1924.86,-12443.1 1929.27,-12437.6\"/>\n",
       "</g>\n",
       "<!-- 139922059255088 -->\n",
       "<g id=\"node810\" class=\"node\"><title>139922059255088</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2253,-12504 2090,-12504 2090,-12470 2253,-12470 2253,-12504\"/>\n",
       "<text text-anchor=\"middle\" x=\"2171.5\" y=\"-12490.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2171.5\" y=\"-12477.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059255088&#45;&gt;139922059254864 -->\n",
       "<g id=\"edge840\" class=\"edge\"><title>139922059255088&#45;&gt;139922059254864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2102.48,-12469.9C2057.32,-12459.4 1999.31,-12445.9 1958.34,-12436.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1959.1,-12432.9 1948.57,-12434.1 1957.51,-12439.7 1959.1,-12432.9\"/>\n",
       "</g>\n",
       "<!-- 139922059254752 -->\n",
       "<g id=\"node811\" class=\"node\"><title>139922059254752</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2092.5,-12377 1904.5,-12377 1904.5,-12343 2092.5,-12343 2092.5,-12377\"/>\n",
       "<text text-anchor=\"middle\" x=\"1998.5\" y=\"-12363.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1998.5\" y=\"-12350.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059254752&#45;&gt;139922059254472 -->\n",
       "<g id=\"edge841\" class=\"edge\"><title>139922059254752&#45;&gt;139922059254472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1958.45,-12342.9C1929.41,-12331.2 1890.59,-12315.6 1863.15,-12304.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1864.18,-12301.2 1853.6,-12300.7 1861.57,-12307.7 1864.18,-12301.2\"/>\n",
       "</g>\n",
       "<!-- 139922059254528 -->\n",
       "<g id=\"node812\" class=\"node\"><title>139922059254528</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2076.5,-12307 1900.5,-12307 1900.5,-12273 2076.5,-12273 2076.5,-12307\"/>\n",
       "<text text-anchor=\"middle\" x=\"1988.5\" y=\"-12293.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1988.5\" y=\"-12280.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059254528&#45;&gt;139922059254360 -->\n",
       "<g id=\"edge842\" class=\"edge\"><title>139922059254528&#45;&gt;139922059254360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1967.48,-12272.8C1955.56,-12263.7 1940.71,-12252.3 1928.9,-12243.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1930.97,-12240.4 1920.91,-12237 1926.71,-12245.9 1930.97,-12240.4\"/>\n",
       "</g>\n",
       "<!-- 139922059254584 -->\n",
       "<g id=\"node813\" class=\"node\"><title>139922059254584</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2258,-12307 2095,-12307 2095,-12273 2258,-12273 2258,-12307\"/>\n",
       "<text text-anchor=\"middle\" x=\"2176.5\" y=\"-12293.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2176.5\" y=\"-12280.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059254584&#45;&gt;139922059254360 -->\n",
       "<g id=\"edge843\" class=\"edge\"><title>139922059254584&#45;&gt;139922059254360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2106.44,-12272.9C2060.59,-12262.4 2001.7,-12248.9 1960.11,-12239.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1960.72,-12235.9 1950.19,-12237.1 1959.15,-12242.7 1960.72,-12235.9\"/>\n",
       "</g>\n",
       "<!-- 139922059254248 -->\n",
       "<g id=\"node814\" class=\"node\"><title>139922059254248</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2092.5,-12180 1904.5,-12180 1904.5,-12146 2092.5,-12146 2092.5,-12180\"/>\n",
       "<text text-anchor=\"middle\" x=\"1998.5\" y=\"-12166.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1998.5\" y=\"-12153.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059254248&#45;&gt;139922059253968 -->\n",
       "<g id=\"edge844\" class=\"edge\"><title>139922059254248&#45;&gt;139922059253968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1958.45,-12145.9C1929.41,-12134.2 1890.59,-12118.6 1863.15,-12107.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1864.18,-12104.2 1853.6,-12103.7 1861.57,-12110.7 1864.18,-12104.2\"/>\n",
       "</g>\n",
       "<!-- 139922059254024 -->\n",
       "<g id=\"node815\" class=\"node\"><title>139922059254024</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2076.5,-12110 1900.5,-12110 1900.5,-12076 2076.5,-12076 2076.5,-12110\"/>\n",
       "<text text-anchor=\"middle\" x=\"1988.5\" y=\"-12096.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1988.5\" y=\"-12083.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059254024&#45;&gt;139922059253800 -->\n",
       "<g id=\"edge845\" class=\"edge\"><title>139922059254024&#45;&gt;139922059253800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1967.48,-12075.8C1955.56,-12066.7 1940.71,-12055.3 1928.9,-12046.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1930.97,-12043.4 1920.91,-12040 1926.71,-12048.9 1930.97,-12043.4\"/>\n",
       "</g>\n",
       "<!-- 139922059254080 -->\n",
       "<g id=\"node816\" class=\"node\"><title>139922059254080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2258,-12110 2095,-12110 2095,-12076 2258,-12076 2258,-12110\"/>\n",
       "<text text-anchor=\"middle\" x=\"2176.5\" y=\"-12096.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.20.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2176.5\" y=\"-12083.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059254080&#45;&gt;139922059253800 -->\n",
       "<g id=\"edge846\" class=\"edge\"><title>139922059254080&#45;&gt;139922059253800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2106.44,-12075.9C2060.59,-12065.4 2001.7,-12051.9 1960.11,-12042.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1960.72,-12038.9 1950.19,-12040.1 1959.15,-12045.7 1960.72,-12038.9\"/>\n",
       "</g>\n",
       "<!-- 139922059253576 -->\n",
       "<g id=\"node817\" class=\"node\"><title>139922059253576</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2049.5,-11926 1861.5,-11926 1861.5,-11892 2049.5,-11892 2049.5,-11926\"/>\n",
       "<text text-anchor=\"middle\" x=\"1955.5\" y=\"-11912.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1955.5\" y=\"-11899.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059253576&#45;&gt;139922059253352 -->\n",
       "<g id=\"edge848\" class=\"edge\"><title>139922059253576&#45;&gt;139922059253352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1934.88,-11891.9C1920.98,-11881 1902.73,-11866.8 1888.88,-11855.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1890.94,-11853.1 1880.91,-11849.7 1886.63,-11858.6 1890.94,-11853.1\"/>\n",
       "</g>\n",
       "<!-- 139922059253408 -->\n",
       "<g id=\"node818\" class=\"node\"><title>139922059253408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2115.5,-11856 1939.5,-11856 1939.5,-11822 2115.5,-11822 2115.5,-11856\"/>\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-11842.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2027.5\" y=\"-11829.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059253408&#45;&gt;139922059253240 -->\n",
       "<g id=\"edge849\" class=\"edge\"><title>139922059253408&#45;&gt;139922059253240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2007.53,-11821.8C1996.32,-11812.8 1982.37,-11801.5 1971.2,-11792.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1973.27,-11789.6 1963.29,-11786 1968.86,-11795.1 1973.27,-11789.6\"/>\n",
       "</g>\n",
       "<!-- 139922059253464 -->\n",
       "<g id=\"node819\" class=\"node\"><title>139922059253464</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2297,-11856 2134,-11856 2134,-11822 2297,-11822 2297,-11856\"/>\n",
       "<text text-anchor=\"middle\" x=\"2215.5\" y=\"-11842.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2215.5\" y=\"-11829.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059253464&#45;&gt;139922059253240 -->\n",
       "<g id=\"edge850\" class=\"edge\"><title>139922059253464&#45;&gt;139922059253240</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2146.48,-11821.9C2101.32,-11811.4 2043.31,-11797.9 2002.34,-11788.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2003.1,-11784.9 1992.57,-11786.1 2001.51,-11791.7 2003.1,-11784.9\"/>\n",
       "</g>\n",
       "<!-- 139922059253128 -->\n",
       "<g id=\"node820\" class=\"node\"><title>139922059253128</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2136.5,-11729 1948.5,-11729 1948.5,-11695 2136.5,-11695 2136.5,-11729\"/>\n",
       "<text text-anchor=\"middle\" x=\"2042.5\" y=\"-11715.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2042.5\" y=\"-11702.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059253128&#45;&gt;139922059252848 -->\n",
       "<g id=\"edge851\" class=\"edge\"><title>139922059253128&#45;&gt;139922059252848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2002.45,-11694.9C1973.41,-11683.2 1934.59,-11667.6 1907.15,-11656.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1908.18,-11653.2 1897.6,-11652.7 1905.57,-11659.7 1908.18,-11653.2\"/>\n",
       "</g>\n",
       "<!-- 139922059252904 -->\n",
       "<g id=\"node821\" class=\"node\"><title>139922059252904</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2120.5,-11659 1944.5,-11659 1944.5,-11625 2120.5,-11625 2120.5,-11659\"/>\n",
       "<text text-anchor=\"middle\" x=\"2032.5\" y=\"-11645.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2032.5\" y=\"-11632.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059252904&#45;&gt;139922059252736 -->\n",
       "<g id=\"edge852\" class=\"edge\"><title>139922059252904&#45;&gt;139922059252736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2011.48,-11624.8C1999.56,-11615.7 1984.71,-11604.3 1972.9,-11595.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1974.97,-11592.4 1964.91,-11589 1970.71,-11597.9 1974.97,-11592.4\"/>\n",
       "</g>\n",
       "<!-- 139922059252960 -->\n",
       "<g id=\"node822\" class=\"node\"><title>139922059252960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2302,-11659 2139,-11659 2139,-11625 2302,-11625 2302,-11659\"/>\n",
       "<text text-anchor=\"middle\" x=\"2220.5\" y=\"-11645.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2220.5\" y=\"-11632.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059252960&#45;&gt;139922059252736 -->\n",
       "<g id=\"edge853\" class=\"edge\"><title>139922059252960&#45;&gt;139922059252736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2150.44,-11624.9C2104.59,-11614.4 2045.7,-11600.9 2004.11,-11591.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2004.72,-11587.9 1994.19,-11589.1 2003.15,-11594.7 2004.72,-11587.9\"/>\n",
       "</g>\n",
       "<!-- 139922059252624 -->\n",
       "<g id=\"node823\" class=\"node\"><title>139922059252624</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2136.5,-11532 1948.5,-11532 1948.5,-11498 2136.5,-11498 2136.5,-11532\"/>\n",
       "<text text-anchor=\"middle\" x=\"2042.5\" y=\"-11518.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2042.5\" y=\"-11505.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059252624&#45;&gt;139922059252344 -->\n",
       "<g id=\"edge854\" class=\"edge\"><title>139922059252624&#45;&gt;139922059252344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2002.45,-11497.9C1973.41,-11486.2 1934.59,-11470.6 1907.15,-11459.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1908.18,-11456.2 1897.6,-11455.7 1905.57,-11462.7 1908.18,-11456.2\"/>\n",
       "</g>\n",
       "<!-- 139922059252400 -->\n",
       "<g id=\"node824\" class=\"node\"><title>139922059252400</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2120.5,-11462 1944.5,-11462 1944.5,-11428 2120.5,-11428 2120.5,-11462\"/>\n",
       "<text text-anchor=\"middle\" x=\"2032.5\" y=\"-11448.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2032.5\" y=\"-11435.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059252400&#45;&gt;139922059252176 -->\n",
       "<g id=\"edge855\" class=\"edge\"><title>139922059252400&#45;&gt;139922059252176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2011.48,-11427.8C1999.56,-11418.7 1984.71,-11407.3 1972.9,-11398.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1974.97,-11395.4 1964.91,-11392 1970.71,-11400.9 1974.97,-11395.4\"/>\n",
       "</g>\n",
       "<!-- 139922059252456 -->\n",
       "<g id=\"node825\" class=\"node\"><title>139922059252456</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2302,-11462 2139,-11462 2139,-11428 2302,-11428 2302,-11462\"/>\n",
       "<text text-anchor=\"middle\" x=\"2220.5\" y=\"-11448.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.21.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2220.5\" y=\"-11435.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922059252456&#45;&gt;139922059252176 -->\n",
       "<g id=\"edge856\" class=\"edge\"><title>139922059252456&#45;&gt;139922059252176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2150.44,-11427.9C2104.59,-11417.4 2045.7,-11403.9 2004.11,-11394.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2004.72,-11390.9 1994.19,-11392.1 2003.15,-11397.7 2004.72,-11390.9\"/>\n",
       "</g>\n",
       "<!-- 139922059251952 -->\n",
       "<g id=\"node826\" class=\"node\"><title>139922059251952</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2093.5,-11278 1905.5,-11278 1905.5,-11244 2093.5,-11244 2093.5,-11278\"/>\n",
       "<text text-anchor=\"middle\" x=\"1999.5\" y=\"-11264.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1999.5\" y=\"-11251.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059251952&#45;&gt;139922057547056 -->\n",
       "<g id=\"edge858\" class=\"edge\"><title>139922059251952&#45;&gt;139922057547056</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M1978.88,-11243.9C1964.98,-11233 1946.73,-11218.8 1932.88,-11207.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1934.94,-11205.1 1924.91,-11201.7 1930.63,-11210.6 1934.94,-11205.1\"/>\n",
       "</g>\n",
       "<!-- 139922059251784 -->\n",
       "<g id=\"node827\" class=\"node\"><title>139922059251784</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2159.5,-11208 1983.5,-11208 1983.5,-11174 2159.5,-11174 2159.5,-11208\"/>\n",
       "<text text-anchor=\"middle\" x=\"2071.5\" y=\"-11194.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2071.5\" y=\"-11181.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059251784&#45;&gt;139922057546776 -->\n",
       "<g id=\"edge859\" class=\"edge\"><title>139922059251784&#45;&gt;139922057546776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2051.53,-11173.8C2040.32,-11164.8 2026.37,-11153.5 2015.2,-11144.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2017.27,-11141.6 2007.29,-11138 2012.86,-11147.1 2017.27,-11141.6\"/>\n",
       "</g>\n",
       "<!-- 139922059251840 -->\n",
       "<g id=\"node828\" class=\"node\"><title>139922059251840</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2341,-11208 2178,-11208 2178,-11174 2341,-11174 2341,-11208\"/>\n",
       "<text text-anchor=\"middle\" x=\"2259.5\" y=\"-11194.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2259.5\" y=\"-11181.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922059251840&#45;&gt;139922057546776 -->\n",
       "<g id=\"edge860\" class=\"edge\"><title>139922059251840&#45;&gt;139922057546776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2190.48,-11173.9C2145.32,-11163.4 2087.31,-11149.9 2046.34,-11140.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2047.1,-11136.9 2036.57,-11138.1 2045.51,-11143.7 2047.1,-11136.9\"/>\n",
       "</g>\n",
       "<!-- 139922057547616 -->\n",
       "<g id=\"node829\" class=\"node\"><title>139922057547616</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2180.5,-11081 1992.5,-11081 1992.5,-11047 2180.5,-11047 2180.5,-11081\"/>\n",
       "<text text-anchor=\"middle\" x=\"2086.5\" y=\"-11067.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2086.5\" y=\"-11054.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922057547616&#45;&gt;139922057547448 -->\n",
       "<g id=\"edge861\" class=\"edge\"><title>139922057547616&#45;&gt;139922057547448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2046.45,-11046.9C2017.41,-11035.2 1978.59,-11019.6 1951.15,-11008.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1952.18,-11005.2 1941.6,-11004.7 1949.57,-11011.7 1952.18,-11005.2\"/>\n",
       "</g>\n",
       "<!-- 139922057547392 -->\n",
       "<g id=\"node830\" class=\"node\"><title>139922057547392</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2164.5,-11011 1988.5,-11011 1988.5,-10977 2164.5,-10977 2164.5,-11011\"/>\n",
       "<text text-anchor=\"middle\" x=\"2076.5\" y=\"-10997.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2076.5\" y=\"-10984.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057547392&#45;&gt;139922057547168 -->\n",
       "<g id=\"edge862\" class=\"edge\"><title>139922057547392&#45;&gt;139922057547168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2055.48,-10976.8C2043.56,-10967.7 2028.71,-10956.3 2016.9,-10947.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2018.97,-10944.4 2008.91,-10941 2014.71,-10949.9 2018.97,-10944.4\"/>\n",
       "</g>\n",
       "<!-- 139922057547336 -->\n",
       "<g id=\"node831\" class=\"node\"><title>139922057547336</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2346,-11011 2183,-11011 2183,-10977 2346,-10977 2346,-11011\"/>\n",
       "<text text-anchor=\"middle\" x=\"2264.5\" y=\"-10997.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2264.5\" y=\"-10984.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057547336&#45;&gt;139922057547168 -->\n",
       "<g id=\"edge863\" class=\"edge\"><title>139922057547336&#45;&gt;139922057547168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2194.44,-10976.9C2148.59,-10966.4 2089.7,-10952.9 2048.11,-10943.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2048.72,-10939.9 2038.19,-10941.1 2047.15,-10946.7 2048.72,-10939.9\"/>\n",
       "</g>\n",
       "<!-- 139922057547224 -->\n",
       "<g id=\"node832\" class=\"node\"><title>139922057547224</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2180.5,-10884 1992.5,-10884 1992.5,-10850 2180.5,-10850 2180.5,-10884\"/>\n",
       "<text text-anchor=\"middle\" x=\"2086.5\" y=\"-10870.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2086.5\" y=\"-10857.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057547224&#45;&gt;139922057546664 -->\n",
       "<g id=\"edge864\" class=\"edge\"><title>139922057547224&#45;&gt;139922057546664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2046.45,-10849.9C2017.41,-10838.2 1978.59,-10822.6 1951.15,-10811.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1952.18,-10808.2 1941.6,-10807.7 1949.57,-10814.7 1952.18,-10808.2\"/>\n",
       "</g>\n",
       "<!-- 139922057547728 -->\n",
       "<g id=\"node833\" class=\"node\"><title>139922057547728</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2164.5,-10814 1988.5,-10814 1988.5,-10780 2164.5,-10780 2164.5,-10814\"/>\n",
       "<text text-anchor=\"middle\" x=\"2076.5\" y=\"-10800.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2076.5\" y=\"-10787.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057547728&#45;&gt;139922058342808 -->\n",
       "<g id=\"edge865\" class=\"edge\"><title>139922057547728&#45;&gt;139922058342808</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2055.48,-10779.8C2043.56,-10770.7 2028.71,-10759.3 2016.9,-10750.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2018.97,-10747.4 2008.91,-10744 2014.71,-10752.9 2018.97,-10747.4\"/>\n",
       "</g>\n",
       "<!-- 139922057546832 -->\n",
       "<g id=\"node834\" class=\"node\"><title>139922057546832</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2346,-10814 2183,-10814 2183,-10780 2346,-10780 2346,-10814\"/>\n",
       "<text text-anchor=\"middle\" x=\"2264.5\" y=\"-10800.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.22.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2264.5\" y=\"-10787.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057546832&#45;&gt;139922058342808 -->\n",
       "<g id=\"edge866\" class=\"edge\"><title>139922057546832&#45;&gt;139922058342808</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2194.44,-10779.9C2148.59,-10769.4 2089.7,-10755.9 2048.11,-10746.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2048.72,-10742.9 2038.19,-10744.1 2047.15,-10749.7 2048.72,-10742.9\"/>\n",
       "</g>\n",
       "<!-- 139922058343536 -->\n",
       "<g id=\"node835\" class=\"node\"><title>139922058343536</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2137.5,-10630 1949.5,-10630 1949.5,-10596 2137.5,-10596 2137.5,-10630\"/>\n",
       "<text text-anchor=\"middle\" x=\"2043.5\" y=\"-10616.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2043.5\" y=\"-10603.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058343536&#45;&gt;139922058344656 -->\n",
       "<g id=\"edge868\" class=\"edge\"><title>139922058343536&#45;&gt;139922058344656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2022.88,-10595.9C2008.98,-10585 1990.73,-10570.8 1976.88,-10559.9\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1978.94,-10557.1 1968.91,-10553.7 1974.63,-10562.6 1978.94,-10557.1\"/>\n",
       "</g>\n",
       "<!-- 139922058346224 -->\n",
       "<g id=\"node836\" class=\"node\"><title>139922058346224</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2203.5,-10560 2027.5,-10560 2027.5,-10526 2203.5,-10526 2203.5,-10560\"/>\n",
       "<text text-anchor=\"middle\" x=\"2115.5\" y=\"-10546.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2115.5\" y=\"-10533.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058346224&#45;&gt;139922058346112 -->\n",
       "<g id=\"edge869\" class=\"edge\"><title>139922058346224&#45;&gt;139922058346112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2095.53,-10525.8C2084.32,-10516.8 2070.37,-10505.5 2059.2,-10496.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2061.27,-10493.6 2051.29,-10490 2056.86,-10499.1 2061.27,-10493.6\"/>\n",
       "</g>\n",
       "<!-- 139922058345440 -->\n",
       "<g id=\"node837\" class=\"node\"><title>139922058345440</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2385,-10560 2222,-10560 2222,-10526 2385,-10526 2385,-10560\"/>\n",
       "<text text-anchor=\"middle\" x=\"2303.5\" y=\"-10546.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2303.5\" y=\"-10533.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058345440&#45;&gt;139922058346112 -->\n",
       "<g id=\"edge870\" class=\"edge\"><title>139922058345440&#45;&gt;139922058346112</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2234.48,-10525.9C2189.32,-10515.4 2131.31,-10501.9 2090.34,-10492.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2091.1,-10488.9 2080.57,-10490.1 2089.51,-10495.7 2091.1,-10488.9\"/>\n",
       "</g>\n",
       "<!-- 139922058406936 -->\n",
       "<g id=\"node838\" class=\"node\"><title>139922058406936</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2224.5,-10433 2036.5,-10433 2036.5,-10399 2224.5,-10399 2224.5,-10433\"/>\n",
       "<text text-anchor=\"middle\" x=\"2130.5\" y=\"-10419.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2130.5\" y=\"-10406.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058406936&#45;&gt;139922058404304 -->\n",
       "<g id=\"edge871\" class=\"edge\"><title>139922058406936&#45;&gt;139922058404304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2090.45,-10398.9C2061.41,-10387.2 2022.59,-10371.6 1995.15,-10360.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1996.18,-10357.2 1985.6,-10356.7 1993.57,-10363.7 1996.18,-10357.2\"/>\n",
       "</g>\n",
       "<!-- 139922058406040 -->\n",
       "<g id=\"node839\" class=\"node\"><title>139922058406040</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2208.5,-10363 2032.5,-10363 2032.5,-10329 2208.5,-10329 2208.5,-10363\"/>\n",
       "<text text-anchor=\"middle\" x=\"2120.5\" y=\"-10349.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2120.5\" y=\"-10336.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058406040&#45;&gt;139922057719536 -->\n",
       "<g id=\"edge872\" class=\"edge\"><title>139922058406040&#45;&gt;139922057719536</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2099.48,-10328.8C2087.56,-10319.7 2072.71,-10308.3 2060.9,-10299.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2062.97,-10296.4 2052.91,-10293 2058.71,-10301.9 2062.97,-10296.4\"/>\n",
       "</g>\n",
       "<!-- 139922058406432 -->\n",
       "<g id=\"node840\" class=\"node\"><title>139922058406432</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2390,-10363 2227,-10363 2227,-10329 2390,-10329 2390,-10363\"/>\n",
       "<text text-anchor=\"middle\" x=\"2308.5\" y=\"-10349.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2308.5\" y=\"-10336.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058406432&#45;&gt;139922057719536 -->\n",
       "<g id=\"edge873\" class=\"edge\"><title>139922058406432&#45;&gt;139922057719536</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2238.44,-10328.9C2192.59,-10318.4 2133.7,-10304.9 2092.11,-10295.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2092.72,-10291.9 2082.19,-10293.1 2091.15,-10298.7 2092.72,-10291.9\"/>\n",
       "</g>\n",
       "<!-- 139922057718920 -->\n",
       "<g id=\"node841\" class=\"node\"><title>139922057718920</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2224.5,-10236 2036.5,-10236 2036.5,-10202 2224.5,-10202 2224.5,-10236\"/>\n",
       "<text text-anchor=\"middle\" x=\"2130.5\" y=\"-10222.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2130.5\" y=\"-10209.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057718920&#45;&gt;139922057718416 -->\n",
       "<g id=\"edge874\" class=\"edge\"><title>139922057718920&#45;&gt;139922057718416</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2090.45,-10201.9C2061.41,-10190.2 2022.59,-10174.6 1995.15,-10163.5\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"1996.18,-10160.2 1985.6,-10159.7 1993.57,-10166.7 1996.18,-10160.2\"/>\n",
       "</g>\n",
       "<!-- 139922057718472 -->\n",
       "<g id=\"node842\" class=\"node\"><title>139922057718472</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2208.5,-10166 2032.5,-10166 2032.5,-10132 2208.5,-10132 2208.5,-10166\"/>\n",
       "<text text-anchor=\"middle\" x=\"2120.5\" y=\"-10152.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2120.5\" y=\"-10139.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057718472&#45;&gt;139922057719760 -->\n",
       "<g id=\"edge875\" class=\"edge\"><title>139922057718472&#45;&gt;139922057719760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2099.48,-10131.8C2087.56,-10122.7 2072.71,-10111.3 2060.9,-10102.2\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2062.97,-10099.4 2052.91,-10096 2058.71,-10104.9 2062.97,-10099.4\"/>\n",
       "</g>\n",
       "<!-- 139922057718584 -->\n",
       "<g id=\"node843\" class=\"node\"><title>139922057718584</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2390,-10166 2227,-10166 2227,-10132 2390,-10132 2390,-10166\"/>\n",
       "<text text-anchor=\"middle\" x=\"2308.5\" y=\"-10152.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.23.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2308.5\" y=\"-10139.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057718584&#45;&gt;139922057719760 -->\n",
       "<g id=\"edge876\" class=\"edge\"><title>139922057718584&#45;&gt;139922057719760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2238.44,-10131.9C2192.59,-10121.4 2133.7,-10107.9 2092.11,-10098.3\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2092.72,-10094.9 2082.19,-10096.1 2091.15,-10101.7 2092.72,-10094.9\"/>\n",
       "</g>\n",
       "<!-- 139922057719200 -->\n",
       "<g id=\"node844\" class=\"node\"><title>139922057719200</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2181.5,-9982 1993.5,-9982 1993.5,-9948 2181.5,-9948 2181.5,-9982\"/>\n",
       "<text text-anchor=\"middle\" x=\"2087.5\" y=\"-9968.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2087.5\" y=\"-9955.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057719200&#45;&gt;139922057717912 -->\n",
       "<g id=\"edge878\" class=\"edge\"><title>139922057719200&#45;&gt;139922057717912</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2066.88,-9947.88C2052.98,-9937.02 2034.73,-9922.75 2020.88,-9911.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2022.94,-9909.1 2012.91,-9905.7 2018.63,-9914.61 2022.94,-9909.1\"/>\n",
       "</g>\n",
       "<!-- 139922057717968 -->\n",
       "<g id=\"node845\" class=\"node\"><title>139922057717968</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2247.5,-9912 2071.5,-9912 2071.5,-9878 2247.5,-9878 2247.5,-9912\"/>\n",
       "<text text-anchor=\"middle\" x=\"2159.5\" y=\"-9898.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2159.5\" y=\"-9885.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057717968&#45;&gt;139922057717800 -->\n",
       "<g id=\"edge879\" class=\"edge\"><title>139922057717968&#45;&gt;139922057717800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2139.53,-9877.84C2128.32,-9868.77 2114.37,-9857.48 2103.2,-9848.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2105.27,-9845.61 2095.29,-9842.04 2100.86,-9851.05 2105.27,-9845.61\"/>\n",
       "</g>\n",
       "<!-- 139922057718024 -->\n",
       "<g id=\"node846\" class=\"node\"><title>139922057718024</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2429,-9912 2266,-9912 2266,-9878 2429,-9878 2429,-9912\"/>\n",
       "<text text-anchor=\"middle\" x=\"2347.5\" y=\"-9898.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2347.5\" y=\"-9885.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057718024&#45;&gt;139922057717800 -->\n",
       "<g id=\"edge880\" class=\"edge\"><title>139922057718024&#45;&gt;139922057717800</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2278.48,-9877.92C2233.32,-9867.4 2175.31,-9853.89 2134.34,-9844.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2135.1,-9840.93 2124.57,-9842.07 2133.51,-9847.74 2135.1,-9840.93\"/>\n",
       "</g>\n",
       "<!-- 139922057718192 -->\n",
       "<g id=\"node847\" class=\"node\"><title>139922057718192</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2268.5,-9785 2080.5,-9785 2080.5,-9751 2268.5,-9751 2268.5,-9785\"/>\n",
       "<text text-anchor=\"middle\" x=\"2174.5\" y=\"-9771.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2174.5\" y=\"-9758.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922057718192&#45;&gt;139922057717296 -->\n",
       "<g id=\"edge881\" class=\"edge\"><title>139922057718192&#45;&gt;139922057717296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2134.45,-9750.88C2105.41,-9739.2 2066.59,-9723.58 2039.15,-9712.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2040.18,-9709.18 2029.6,-9708.7 2037.57,-9715.68 2040.18,-9709.18\"/>\n",
       "</g>\n",
       "<!-- 139922057717352 -->\n",
       "<g id=\"node848\" class=\"node\"><title>139922057717352</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2252.5,-9715 2076.5,-9715 2076.5,-9681 2252.5,-9681 2252.5,-9715\"/>\n",
       "<text text-anchor=\"middle\" x=\"2164.5\" y=\"-9701.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2164.5\" y=\"-9688.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057717352&#45;&gt;139922057717128 -->\n",
       "<g id=\"edge882\" class=\"edge\"><title>139922057717352&#45;&gt;139922057717128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2143.48,-9680.84C2131.56,-9671.68 2116.71,-9660.26 2104.9,-9651.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2106.97,-9648.36 2096.91,-9645.04 2102.71,-9653.91 2106.97,-9648.36\"/>\n",
       "</g>\n",
       "<!-- 139922057717408 -->\n",
       "<g id=\"node849\" class=\"node\"><title>139922057717408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2434,-9715 2271,-9715 2271,-9681 2434,-9681 2434,-9715\"/>\n",
       "<text text-anchor=\"middle\" x=\"2352.5\" y=\"-9701.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2352.5\" y=\"-9688.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057717408&#45;&gt;139922057717128 -->\n",
       "<g id=\"edge883\" class=\"edge\"><title>139922057717408&#45;&gt;139922057717128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2282.44,-9680.92C2236.59,-9670.4 2177.7,-9656.89 2136.11,-9647.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2136.72,-9643.89 2126.19,-9645.07 2135.15,-9650.72 2136.72,-9643.89\"/>\n",
       "</g>\n",
       "<!-- 139922057716904 -->\n",
       "<g id=\"node850\" class=\"node\"><title>139922057716904</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2268.5,-9588 2080.5,-9588 2080.5,-9554 2268.5,-9554 2268.5,-9588\"/>\n",
       "<text text-anchor=\"middle\" x=\"2174.5\" y=\"-9574.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2174.5\" y=\"-9561.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057716904&#45;&gt;139922057716512 -->\n",
       "<g id=\"edge884\" class=\"edge\"><title>139922057716904&#45;&gt;139922057716512</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2134.45,-9553.88C2105.41,-9542.2 2066.59,-9526.58 2039.15,-9515.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2040.18,-9512.18 2029.6,-9511.7 2037.57,-9518.68 2040.18,-9512.18\"/>\n",
       "</g>\n",
       "<!-- 139922057716568 -->\n",
       "<g id=\"node851\" class=\"node\"><title>139922057716568</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2252.5,-9518 2076.5,-9518 2076.5,-9484 2252.5,-9484 2252.5,-9518\"/>\n",
       "<text text-anchor=\"middle\" x=\"2164.5\" y=\"-9504.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2164.5\" y=\"-9491.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057716568&#45;&gt;139922057715896 -->\n",
       "<g id=\"edge885\" class=\"edge\"><title>139922057716568&#45;&gt;139922057715896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2143.48,-9483.84C2131.56,-9474.68 2116.71,-9463.26 2104.9,-9454.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2106.97,-9451.36 2096.91,-9448.04 2102.71,-9456.91 2106.97,-9451.36\"/>\n",
       "</g>\n",
       "<!-- 139922057716680 -->\n",
       "<g id=\"node852\" class=\"node\"><title>139922057716680</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2434,-9518 2271,-9518 2271,-9484 2434,-9484 2434,-9518\"/>\n",
       "<text text-anchor=\"middle\" x=\"2352.5\" y=\"-9504.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.24.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2352.5\" y=\"-9491.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057716680&#45;&gt;139922057715896 -->\n",
       "<g id=\"edge886\" class=\"edge\"><title>139922057716680&#45;&gt;139922057715896</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2282.44,-9483.92C2236.59,-9473.4 2177.7,-9459.89 2136.11,-9450.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2136.72,-9446.89 2126.19,-9448.07 2135.15,-9453.72 2136.72,-9446.89\"/>\n",
       "</g>\n",
       "<!-- 139922057709048 -->\n",
       "<g id=\"node853\" class=\"node\"><title>139922057709048</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2225.5,-9334 2037.5,-9334 2037.5,-9300 2225.5,-9300 2225.5,-9334\"/>\n",
       "<text text-anchor=\"middle\" x=\"2131.5\" y=\"-9320.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2131.5\" y=\"-9307.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057709048&#45;&gt;139922057710448 -->\n",
       "<g id=\"edge888\" class=\"edge\"><title>139922057709048&#45;&gt;139922057710448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2110.88,-9299.88C2096.98,-9289.02 2078.73,-9274.75 2064.88,-9263.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2066.94,-9261.1 2056.91,-9257.7 2062.63,-9266.61 2066.94,-9261.1\"/>\n",
       "</g>\n",
       "<!-- 139922057710672 -->\n",
       "<g id=\"node854\" class=\"node\"><title>139922057710672</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2291.5,-9264 2115.5,-9264 2115.5,-9230 2291.5,-9230 2291.5,-9264\"/>\n",
       "<text text-anchor=\"middle\" x=\"2203.5\" y=\"-9250.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2203.5\" y=\"-9237.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057710672&#45;&gt;139922057711008 -->\n",
       "<g id=\"edge889\" class=\"edge\"><title>139922057710672&#45;&gt;139922057711008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2183.53,-9229.84C2172.32,-9220.77 2158.37,-9209.48 2147.2,-9200.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2149.27,-9197.61 2139.29,-9194.04 2144.86,-9203.05 2149.27,-9197.61\"/>\n",
       "</g>\n",
       "<!-- 139922057711120 -->\n",
       "<g id=\"node855\" class=\"node\"><title>139922057711120</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2473,-9264 2310,-9264 2310,-9230 2473,-9230 2473,-9264\"/>\n",
       "<text text-anchor=\"middle\" x=\"2391.5\" y=\"-9250.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2391.5\" y=\"-9237.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057711120&#45;&gt;139922057711008 -->\n",
       "<g id=\"edge890\" class=\"edge\"><title>139922057711120&#45;&gt;139922057711008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2322.48,-9229.92C2277.32,-9219.4 2219.31,-9205.89 2178.34,-9196.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2179.1,-9192.93 2168.57,-9194.07 2177.51,-9199.74 2179.1,-9192.93\"/>\n",
       "</g>\n",
       "<!-- 139922057708992 -->\n",
       "<g id=\"node856\" class=\"node\"><title>139922057708992</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2312.5,-9137 2124.5,-9137 2124.5,-9103 2312.5,-9103 2312.5,-9137\"/>\n",
       "<text text-anchor=\"middle\" x=\"2218.5\" y=\"-9123.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2218.5\" y=\"-9110.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922057708992&#45;&gt;139922057708488 -->\n",
       "<g id=\"edge891\" class=\"edge\"><title>139922057708992&#45;&gt;139922057708488</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2178.45,-9102.88C2149.41,-9091.2 2110.59,-9075.58 2083.15,-9064.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2084.18,-9061.18 2073.6,-9060.7 2081.57,-9067.68 2084.18,-9061.18\"/>\n",
       "</g>\n",
       "<!-- 139922057708208 -->\n",
       "<g id=\"node857\" class=\"node\"><title>139922057708208</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2296.5,-9067 2120.5,-9067 2120.5,-9033 2296.5,-9033 2296.5,-9067\"/>\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-9053.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-9040.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057708208&#45;&gt;139922057708712 -->\n",
       "<g id=\"edge892\" class=\"edge\"><title>139922057708208&#45;&gt;139922057708712</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2187.48,-9032.84C2175.56,-9023.68 2160.71,-9012.26 2148.9,-9003.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2150.97,-9000.36 2140.91,-8997.04 2146.71,-9005.91 2150.97,-9000.36\"/>\n",
       "</g>\n",
       "<!-- 139922057708152 -->\n",
       "<g id=\"node858\" class=\"node\"><title>139922057708152</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2478,-9067 2315,-9067 2315,-9033 2478,-9033 2478,-9067\"/>\n",
       "<text text-anchor=\"middle\" x=\"2396.5\" y=\"-9053.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2396.5\" y=\"-9040.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057708152&#45;&gt;139922057708712 -->\n",
       "<g id=\"edge893\" class=\"edge\"><title>139922057708152&#45;&gt;139922057708712</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2326.44,-9032.92C2280.59,-9022.4 2221.7,-9008.89 2180.11,-8999.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2180.72,-8995.89 2170.19,-8997.07 2179.15,-9002.72 2180.72,-8995.89\"/>\n",
       "</g>\n",
       "<!-- 139922057708600 -->\n",
       "<g id=\"node859\" class=\"node\"><title>139922057708600</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2312.5,-8940 2124.5,-8940 2124.5,-8906 2312.5,-8906 2312.5,-8940\"/>\n",
       "<text text-anchor=\"middle\" x=\"2218.5\" y=\"-8926.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2218.5\" y=\"-8913.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057708600&#45;&gt;139922057708656 -->\n",
       "<g id=\"edge894\" class=\"edge\"><title>139922057708600&#45;&gt;139922057708656</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2178.45,-8905.88C2149.41,-8894.2 2110.59,-8878.58 2083.15,-8867.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2084.18,-8864.18 2073.6,-8863.7 2081.57,-8870.68 2084.18,-8864.18\"/>\n",
       "</g>\n",
       "<!-- 139922057708264 -->\n",
       "<g id=\"node860\" class=\"node\"><title>139922057708264</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2296.5,-8870 2120.5,-8870 2120.5,-8836 2296.5,-8836 2296.5,-8870\"/>\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-8856.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2208.5\" y=\"-8843.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057708264&#45;&gt;139922057707816 -->\n",
       "<g id=\"edge895\" class=\"edge\"><title>139922057708264&#45;&gt;139922057707816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2187.48,-8835.84C2175.56,-8826.68 2160.71,-8815.26 2148.9,-8806.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2150.97,-8803.36 2140.91,-8800.04 2146.71,-8808.91 2150.97,-8803.36\"/>\n",
       "</g>\n",
       "<!-- 139922057708432 -->\n",
       "<g id=\"node861\" class=\"node\"><title>139922057708432</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2478,-8870 2315,-8870 2315,-8836 2478,-8836 2478,-8870\"/>\n",
       "<text text-anchor=\"middle\" x=\"2396.5\" y=\"-8856.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.25.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2396.5\" y=\"-8843.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057708432&#45;&gt;139922057707816 -->\n",
       "<g id=\"edge896\" class=\"edge\"><title>139922057708432&#45;&gt;139922057707816</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2326.44,-8835.92C2280.59,-8825.4 2221.7,-8811.89 2180.11,-8802.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2180.72,-8798.89 2170.19,-8800.07 2179.15,-8805.72 2180.72,-8798.89\"/>\n",
       "</g>\n",
       "<!-- 139922057708096 -->\n",
       "<g id=\"node862\" class=\"node\"><title>139922057708096</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2269.5,-8686 2081.5,-8686 2081.5,-8652 2269.5,-8652 2269.5,-8686\"/>\n",
       "<text text-anchor=\"middle\" x=\"2175.5\" y=\"-8672.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2175.5\" y=\"-8659.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057708096&#45;&gt;139922056902696 -->\n",
       "<g id=\"edge898\" class=\"edge\"><title>139922057708096&#45;&gt;139922056902696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2154.88,-8651.88C2140.98,-8641.02 2122.73,-8626.75 2108.88,-8615.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2110.94,-8613.1 2100.91,-8609.7 2106.63,-8618.61 2110.94,-8613.1\"/>\n",
       "</g>\n",
       "<!-- 139922057708040 -->\n",
       "<g id=\"node863\" class=\"node\"><title>139922057708040</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2335.5,-8616 2159.5,-8616 2159.5,-8582 2335.5,-8582 2335.5,-8616\"/>\n",
       "<text text-anchor=\"middle\" x=\"2247.5\" y=\"-8602.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2247.5\" y=\"-8589.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057708040&#45;&gt;139922056903256 -->\n",
       "<g id=\"edge899\" class=\"edge\"><title>139922057708040&#45;&gt;139922056903256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2227.53,-8581.84C2216.32,-8572.77 2202.37,-8561.48 2191.2,-8552.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2193.27,-8549.61 2183.29,-8546.04 2188.86,-8555.05 2193.27,-8549.61\"/>\n",
       "</g>\n",
       "<!-- 139922057707928 -->\n",
       "<g id=\"node864\" class=\"node\"><title>139922057707928</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2517,-8616 2354,-8616 2354,-8582 2517,-8582 2517,-8616\"/>\n",
       "<text text-anchor=\"middle\" x=\"2435.5\" y=\"-8602.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2435.5\" y=\"-8589.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057707928&#45;&gt;139922056903256 -->\n",
       "<g id=\"edge900\" class=\"edge\"><title>139922057707928&#45;&gt;139922056903256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2366.48,-8581.92C2321.32,-8571.4 2263.31,-8557.89 2222.34,-8548.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2223.1,-8544.93 2212.57,-8546.07 2221.51,-8551.74 2223.1,-8544.93\"/>\n",
       "</g>\n",
       "<!-- 139922056904488 -->\n",
       "<g id=\"node865\" class=\"node\"><title>139922056904488</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2356.5,-8489 2168.5,-8489 2168.5,-8455 2356.5,-8455 2356.5,-8489\"/>\n",
       "<text text-anchor=\"middle\" x=\"2262.5\" y=\"-8475.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2262.5\" y=\"-8462.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922056904488&#45;&gt;139922058994856 -->\n",
       "<g id=\"edge901\" class=\"edge\"><title>139922056904488&#45;&gt;139922058994856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2222.45,-8454.88C2193.41,-8443.2 2154.59,-8427.58 2127.15,-8416.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2128.18,-8413.18 2117.6,-8412.7 2125.57,-8419.68 2128.18,-8413.18\"/>\n",
       "</g>\n",
       "<!-- 139922058995528 -->\n",
       "<g id=\"node866\" class=\"node\"><title>139922058995528</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2340.5,-8419 2164.5,-8419 2164.5,-8385 2340.5,-8385 2340.5,-8419\"/>\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-8405.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-8392.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058995528&#45;&gt;139922058995472 -->\n",
       "<g id=\"edge902\" class=\"edge\"><title>139922058995528&#45;&gt;139922058995472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2231.48,-8384.84C2219.56,-8375.68 2204.71,-8364.26 2192.9,-8355.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2194.97,-8352.36 2184.91,-8349.04 2190.71,-8357.91 2194.97,-8352.36\"/>\n",
       "</g>\n",
       "<!-- 139922056903144 -->\n",
       "<g id=\"node867\" class=\"node\"><title>139922056903144</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2522,-8419 2359,-8419 2359,-8385 2522,-8385 2522,-8419\"/>\n",
       "<text text-anchor=\"middle\" x=\"2440.5\" y=\"-8405.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2440.5\" y=\"-8392.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922056903144&#45;&gt;139922058995472 -->\n",
       "<g id=\"edge903\" class=\"edge\"><title>139922056903144&#45;&gt;139922058995472</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2370.44,-8384.92C2324.59,-8374.4 2265.7,-8360.89 2224.11,-8351.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2224.72,-8347.89 2214.19,-8349.07 2223.15,-8354.72 2224.72,-8347.89\"/>\n",
       "</g>\n",
       "<!-- 139922058995416 -->\n",
       "<g id=\"node868\" class=\"node\"><title>139922058995416</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2356.5,-8292 2168.5,-8292 2168.5,-8258 2356.5,-8258 2356.5,-8292\"/>\n",
       "<text text-anchor=\"middle\" x=\"2262.5\" y=\"-8278.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2262.5\" y=\"-8265.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058995416&#45;&gt;139922058997712 -->\n",
       "<g id=\"edge904\" class=\"edge\"><title>139922058995416&#45;&gt;139922058997712</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2222.45,-8257.88C2193.41,-8246.2 2154.59,-8230.58 2127.15,-8219.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2128.18,-8216.18 2117.6,-8215.7 2125.57,-8222.68 2128.18,-8216.18\"/>\n",
       "</g>\n",
       "<!-- 139922058997656 -->\n",
       "<g id=\"node869\" class=\"node\"><title>139922058997656</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2340.5,-8222 2164.5,-8222 2164.5,-8188 2340.5,-8188 2340.5,-8222\"/>\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-8208.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2252.5\" y=\"-8195.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058997656&#45;&gt;139922058995640 -->\n",
       "<g id=\"edge905\" class=\"edge\"><title>139922058997656&#45;&gt;139922058995640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2231.48,-8187.84C2219.56,-8178.68 2204.71,-8167.26 2192.9,-8158.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2194.97,-8155.36 2184.91,-8152.04 2190.71,-8160.91 2194.97,-8155.36\"/>\n",
       "</g>\n",
       "<!-- 139922058997600 -->\n",
       "<g id=\"node870\" class=\"node\"><title>139922058997600</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2522,-8222 2359,-8222 2359,-8188 2522,-8188 2522,-8222\"/>\n",
       "<text text-anchor=\"middle\" x=\"2440.5\" y=\"-8208.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.26.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2440.5\" y=\"-8195.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058997600&#45;&gt;139922058995640 -->\n",
       "<g id=\"edge906\" class=\"edge\"><title>139922058997600&#45;&gt;139922058995640</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2370.44,-8187.92C2324.59,-8177.4 2265.7,-8163.89 2224.11,-8154.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2224.72,-8150.89 2214.19,-8152.07 2223.15,-8157.72 2224.72,-8150.89\"/>\n",
       "</g>\n",
       "<!-- 139922058994632 -->\n",
       "<g id=\"node871\" class=\"node\"><title>139922058994632</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2313.5,-8038 2125.5,-8038 2125.5,-8004 2313.5,-8004 2313.5,-8038\"/>\n",
       "<text text-anchor=\"middle\" x=\"2219.5\" y=\"-8024.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2219.5\" y=\"-8011.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058994632&#45;&gt;139922058997544 -->\n",
       "<g id=\"edge908\" class=\"edge\"><title>139922058994632&#45;&gt;139922058997544</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2198.88,-8003.88C2184.98,-7993.02 2166.73,-7978.75 2152.88,-7967.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2154.94,-7965.1 2144.91,-7961.7 2150.63,-7970.61 2154.94,-7965.1\"/>\n",
       "</g>\n",
       "<!-- 139922058995864 -->\n",
       "<g id=\"node872\" class=\"node\"><title>139922058995864</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2379.5,-7968 2203.5,-7968 2203.5,-7934 2379.5,-7934 2379.5,-7968\"/>\n",
       "<text text-anchor=\"middle\" x=\"2291.5\" y=\"-7954.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2291.5\" y=\"-7941.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058995864&#45;&gt;139922058996144 -->\n",
       "<g id=\"edge909\" class=\"edge\"><title>139922058995864&#45;&gt;139922058996144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2271.53,-7933.84C2260.32,-7924.77 2246.37,-7913.48 2235.2,-7904.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2237.27,-7901.61 2227.29,-7898.04 2232.86,-7907.05 2237.27,-7901.61\"/>\n",
       "</g>\n",
       "<!-- 139922058995808 -->\n",
       "<g id=\"node873\" class=\"node\"><title>139922058995808</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2561,-7968 2398,-7968 2398,-7934 2561,-7934 2561,-7968\"/>\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-7954.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2479.5\" y=\"-7941.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058995808&#45;&gt;139922058996144 -->\n",
       "<g id=\"edge910\" class=\"edge\"><title>139922058995808&#45;&gt;139922058996144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2410.48,-7933.92C2365.32,-7923.4 2307.31,-7909.89 2266.34,-7900.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2267.1,-7896.93 2256.57,-7898.07 2265.51,-7903.74 2267.1,-7896.93\"/>\n",
       "</g>\n",
       "<!-- 139922058996312 -->\n",
       "<g id=\"node874\" class=\"node\"><title>139922058996312</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2400.5,-7841 2212.5,-7841 2212.5,-7807 2400.5,-7807 2400.5,-7841\"/>\n",
       "<text text-anchor=\"middle\" x=\"2306.5\" y=\"-7827.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2306.5\" y=\"-7814.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058996312&#45;&gt;139922058996480 -->\n",
       "<g id=\"edge911\" class=\"edge\"><title>139922058996312&#45;&gt;139922058996480</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2266.45,-7806.88C2237.41,-7795.2 2198.59,-7779.58 2171.15,-7768.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2172.18,-7765.18 2161.6,-7764.7 2169.57,-7771.68 2172.18,-7765.18\"/>\n",
       "</g>\n",
       "<!-- 139922058995920 -->\n",
       "<g id=\"node875\" class=\"node\"><title>139922058995920</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2384.5,-7771 2208.5,-7771 2208.5,-7737 2384.5,-7737 2384.5,-7771\"/>\n",
       "<text text-anchor=\"middle\" x=\"2296.5\" y=\"-7757.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2296.5\" y=\"-7744.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058995920&#45;&gt;139922058996760 -->\n",
       "<g id=\"edge912\" class=\"edge\"><title>139922058995920&#45;&gt;139922058996760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2275.48,-7736.84C2263.56,-7727.68 2248.71,-7716.26 2236.9,-7707.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2238.97,-7704.36 2228.91,-7701.04 2234.71,-7709.91 2238.97,-7704.36\"/>\n",
       "</g>\n",
       "<!-- 139922058995976 -->\n",
       "<g id=\"node876\" class=\"node\"><title>139922058995976</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2566,-7771 2403,-7771 2403,-7737 2566,-7737 2566,-7771\"/>\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-7757.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-7744.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058995976&#45;&gt;139922058996760 -->\n",
       "<g id=\"edge913\" class=\"edge\"><title>139922058995976&#45;&gt;139922058996760</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2414.44,-7736.92C2368.59,-7726.4 2309.7,-7712.89 2268.11,-7703.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2268.72,-7699.89 2258.19,-7701.07 2267.15,-7706.72 2268.72,-7699.89\"/>\n",
       "</g>\n",
       "<!-- 139922058996872 -->\n",
       "<g id=\"node877\" class=\"node\"><title>139922058996872</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2400.5,-7644 2212.5,-7644 2212.5,-7610 2400.5,-7610 2400.5,-7644\"/>\n",
       "<text text-anchor=\"middle\" x=\"2306.5\" y=\"-7630.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2306.5\" y=\"-7617.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058996872&#45;&gt;139922058996424 -->\n",
       "<g id=\"edge914\" class=\"edge\"><title>139922058996872&#45;&gt;139922058996424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2266.45,-7609.88C2237.41,-7598.2 2198.59,-7582.58 2171.15,-7571.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2172.18,-7568.18 2161.6,-7567.7 2169.57,-7574.68 2172.18,-7568.18\"/>\n",
       "</g>\n",
       "<!-- 139922058996536 -->\n",
       "<g id=\"node878\" class=\"node\"><title>139922058996536</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2384.5,-7574 2208.5,-7574 2208.5,-7540 2384.5,-7540 2384.5,-7574\"/>\n",
       "<text text-anchor=\"middle\" x=\"2296.5\" y=\"-7560.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2296.5\" y=\"-7547.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058996536&#45;&gt;139922058997208 -->\n",
       "<g id=\"edge915\" class=\"edge\"><title>139922058996536&#45;&gt;139922058997208</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2275.48,-7539.84C2263.56,-7530.68 2248.71,-7519.26 2236.9,-7510.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2238.97,-7507.36 2228.91,-7504.04 2234.71,-7512.91 2238.97,-7507.36\"/>\n",
       "</g>\n",
       "<!-- 139922058996368 -->\n",
       "<g id=\"node879\" class=\"node\"><title>139922058996368</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2566,-7574 2403,-7574 2403,-7540 2566,-7540 2566,-7574\"/>\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-7560.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.27.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2484.5\" y=\"-7547.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058996368&#45;&gt;139922058997208 -->\n",
       "<g id=\"edge916\" class=\"edge\"><title>139922058996368&#45;&gt;139922058997208</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2414.44,-7539.92C2368.59,-7529.4 2309.7,-7515.89 2268.11,-7506.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2268.72,-7502.89 2258.19,-7504.07 2267.15,-7509.72 2268.72,-7502.89\"/>\n",
       "</g>\n",
       "<!-- 139922058994968 -->\n",
       "<g id=\"node880\" class=\"node\"><title>139922058994968</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2357.5,-7390 2169.5,-7390 2169.5,-7356 2357.5,-7356 2357.5,-7390\"/>\n",
       "<text text-anchor=\"middle\" x=\"2263.5\" y=\"-7376.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2263.5\" y=\"-7363.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058994968&#45;&gt;139922058994576 -->\n",
       "<g id=\"edge918\" class=\"edge\"><title>139922058994968&#45;&gt;139922058994576</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2242.88,-7355.88C2228.98,-7345.02 2210.73,-7330.75 2196.88,-7319.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2198.94,-7317.1 2188.91,-7313.7 2194.63,-7322.61 2198.94,-7317.1\"/>\n",
       "</g>\n",
       "<!-- 139922058994688 -->\n",
       "<g id=\"node881\" class=\"node\"><title>139922058994688</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2423.5,-7320 2247.5,-7320 2247.5,-7286 2423.5,-7286 2423.5,-7320\"/>\n",
       "<text text-anchor=\"middle\" x=\"2335.5\" y=\"-7306.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2335.5\" y=\"-7293.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058994688&#45;&gt;139922058995752 -->\n",
       "<g id=\"edge919\" class=\"edge\"><title>139922058994688&#45;&gt;139922058995752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2315.53,-7285.84C2304.32,-7276.77 2290.37,-7265.48 2279.2,-7256.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2281.27,-7253.61 2271.29,-7250.04 2276.86,-7259.05 2281.27,-7253.61\"/>\n",
       "</g>\n",
       "<!-- 139922058995696 -->\n",
       "<g id=\"node882\" class=\"node\"><title>139922058995696</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2605,-7320 2442,-7320 2442,-7286 2605,-7286 2605,-7320\"/>\n",
       "<text text-anchor=\"middle\" x=\"2523.5\" y=\"-7306.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2523.5\" y=\"-7293.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058995696&#45;&gt;139922058995752 -->\n",
       "<g id=\"edge920\" class=\"edge\"><title>139922058995696&#45;&gt;139922058995752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2454.48,-7285.92C2409.32,-7275.4 2351.31,-7261.89 2310.34,-7252.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2311.1,-7248.93 2300.57,-7250.07 2309.51,-7255.74 2311.1,-7248.93\"/>\n",
       "</g>\n",
       "<!-- 139922058994128 -->\n",
       "<g id=\"node883\" class=\"node\"><title>139922058994128</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2444.5,-7193 2256.5,-7193 2256.5,-7159 2444.5,-7159 2444.5,-7193\"/>\n",
       "<text text-anchor=\"middle\" x=\"2350.5\" y=\"-7179.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2350.5\" y=\"-7166.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058994128&#45;&gt;139922058993848 -->\n",
       "<g id=\"edge921\" class=\"edge\"><title>139922058994128&#45;&gt;139922058993848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2310.45,-7158.88C2281.41,-7147.2 2242.59,-7131.58 2215.15,-7120.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2216.18,-7117.18 2205.6,-7116.7 2213.57,-7123.68 2216.18,-7117.18\"/>\n",
       "</g>\n",
       "<!-- 139922058993904 -->\n",
       "<g id=\"node884\" class=\"node\"><title>139922058993904</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2428.5,-7123 2252.5,-7123 2252.5,-7089 2428.5,-7089 2428.5,-7123\"/>\n",
       "<text text-anchor=\"middle\" x=\"2340.5\" y=\"-7109.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2340.5\" y=\"-7096.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058993904&#45;&gt;139922058994184 -->\n",
       "<g id=\"edge922\" class=\"edge\"><title>139922058993904&#45;&gt;139922058994184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2319.48,-7088.84C2307.56,-7079.68 2292.71,-7068.26 2280.9,-7059.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2282.97,-7056.36 2272.91,-7053.04 2278.71,-7061.91 2282.97,-7056.36\"/>\n",
       "</g>\n",
       "<!-- 139922058993960 -->\n",
       "<g id=\"node885\" class=\"node\"><title>139922058993960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2610,-7123 2447,-7123 2447,-7089 2610,-7089 2610,-7123\"/>\n",
       "<text text-anchor=\"middle\" x=\"2528.5\" y=\"-7109.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2528.5\" y=\"-7096.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058993960&#45;&gt;139922058994184 -->\n",
       "<g id=\"edge923\" class=\"edge\"><title>139922058993960&#45;&gt;139922058994184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2458.44,-7088.92C2412.59,-7078.4 2353.7,-7064.89 2312.11,-7055.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2312.72,-7051.89 2302.19,-7053.07 2311.15,-7058.72 2312.72,-7051.89\"/>\n",
       "</g>\n",
       "<!-- 139922058994296 -->\n",
       "<g id=\"node886\" class=\"node\"><title>139922058994296</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2444.5,-6996 2256.5,-6996 2256.5,-6962 2444.5,-6962 2444.5,-6996\"/>\n",
       "<text text-anchor=\"middle\" x=\"2350.5\" y=\"-6982.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2350.5\" y=\"-6969.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058994296&#45;&gt;139922058292192 -->\n",
       "<g id=\"edge924\" class=\"edge\"><title>139922058994296&#45;&gt;139922058292192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2310.45,-6961.88C2281.41,-6950.2 2242.59,-6934.58 2215.15,-6923.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2216.18,-6920.18 2205.6,-6919.7 2213.57,-6926.68 2216.18,-6920.18\"/>\n",
       "</g>\n",
       "<!-- 139922058290960 -->\n",
       "<g id=\"node887\" class=\"node\"><title>139922058290960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2428.5,-6926 2252.5,-6926 2252.5,-6892 2428.5,-6892 2428.5,-6926\"/>\n",
       "<text text-anchor=\"middle\" x=\"2340.5\" y=\"-6912.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2340.5\" y=\"-6899.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058290960&#45;&gt;139923911978680 -->\n",
       "<g id=\"edge925\" class=\"edge\"><title>139922058290960&#45;&gt;139923911978680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2319.48,-6891.84C2307.56,-6882.68 2292.71,-6871.26 2280.9,-6862.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2282.97,-6859.36 2272.91,-6856.04 2278.71,-6864.91 2282.97,-6859.36\"/>\n",
       "</g>\n",
       "<!-- 139922058291464 -->\n",
       "<g id=\"node888\" class=\"node\"><title>139922058291464</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2610,-6926 2447,-6926 2447,-6892 2610,-6892 2610,-6926\"/>\n",
       "<text text-anchor=\"middle\" x=\"2528.5\" y=\"-6912.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.28.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2528.5\" y=\"-6899.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058291464&#45;&gt;139923911978680 -->\n",
       "<g id=\"edge926\" class=\"edge\"><title>139922058291464&#45;&gt;139923911978680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2458.44,-6891.92C2412.59,-6881.4 2353.7,-6867.89 2312.11,-6858.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2312.72,-6854.89 2302.19,-6856.07 2311.15,-6861.72 2312.72,-6854.89\"/>\n",
       "</g>\n",
       "<!-- 139922056863360 -->\n",
       "<g id=\"node889\" class=\"node\"><title>139922056863360</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2401.5,-6742 2213.5,-6742 2213.5,-6708 2401.5,-6708 2401.5,-6742\"/>\n",
       "<text text-anchor=\"middle\" x=\"2307.5\" y=\"-6728.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2307.5\" y=\"-6715.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922056863360&#45;&gt;139922056863696 -->\n",
       "<g id=\"edge928\" class=\"edge\"><title>139922056863360&#45;&gt;139922056863696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2286.88,-6707.88C2272.98,-6697.02 2254.73,-6682.75 2240.88,-6671.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2242.94,-6669.1 2232.91,-6665.7 2238.63,-6674.61 2242.94,-6669.1\"/>\n",
       "</g>\n",
       "<!-- 139922056863136 -->\n",
       "<g id=\"node890\" class=\"node\"><title>139922056863136</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2467.5,-6672 2291.5,-6672 2291.5,-6638 2467.5,-6638 2467.5,-6672\"/>\n",
       "<text text-anchor=\"middle\" x=\"2379.5\" y=\"-6658.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2379.5\" y=\"-6645.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922056863136&#45;&gt;139922056862968 -->\n",
       "<g id=\"edge929\" class=\"edge\"><title>139922056863136&#45;&gt;139922056862968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2359.53,-6637.84C2348.32,-6628.77 2334.37,-6617.48 2323.2,-6608.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2325.27,-6605.61 2315.29,-6602.04 2320.86,-6611.05 2325.27,-6605.61\"/>\n",
       "</g>\n",
       "<!-- 139922056863192 -->\n",
       "<g id=\"node891\" class=\"node\"><title>139922056863192</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2649,-6672 2486,-6672 2486,-6638 2649,-6638 2649,-6672\"/>\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-6658.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2567.5\" y=\"-6645.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922056863192&#45;&gt;139922056862968 -->\n",
       "<g id=\"edge930\" class=\"edge\"><title>139922056863192&#45;&gt;139922056862968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2498.48,-6637.92C2453.32,-6627.4 2395.31,-6613.89 2354.34,-6604.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2355.1,-6600.93 2344.57,-6602.07 2353.51,-6607.74 2355.1,-6600.93\"/>\n",
       "</g>\n",
       "<!-- 139922056863080 -->\n",
       "<g id=\"node892\" class=\"node\"><title>139922056863080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2488.5,-6545 2300.5,-6545 2300.5,-6511 2488.5,-6511 2488.5,-6545\"/>\n",
       "<text text-anchor=\"middle\" x=\"2394.5\" y=\"-6531.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2394.5\" y=\"-6518.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922056863080&#45;&gt;139922057775872 -->\n",
       "<g id=\"edge931\" class=\"edge\"><title>139922056863080&#45;&gt;139922057775872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2354.45,-6510.88C2325.41,-6499.2 2286.59,-6483.58 2259.15,-6472.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2260.18,-6469.18 2249.6,-6468.7 2257.57,-6475.68 2260.18,-6469.18\"/>\n",
       "</g>\n",
       "<!-- 139922057776488 -->\n",
       "<g id=\"node893\" class=\"node\"><title>139922057776488</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2472.5,-6475 2296.5,-6475 2296.5,-6441 2472.5,-6441 2472.5,-6475\"/>\n",
       "<text text-anchor=\"middle\" x=\"2384.5\" y=\"-6461.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2384.5\" y=\"-6448.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057776488&#45;&gt;139922057776376 -->\n",
       "<g id=\"edge932\" class=\"edge\"><title>139922057776488&#45;&gt;139922057776376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2363.48,-6440.84C2351.56,-6431.68 2336.71,-6420.26 2324.9,-6411.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2326.97,-6408.36 2316.91,-6405.04 2322.71,-6413.91 2326.97,-6408.36\"/>\n",
       "</g>\n",
       "<!-- 139922057776600 -->\n",
       "<g id=\"node894\" class=\"node\"><title>139922057776600</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2654,-6475 2491,-6475 2491,-6441 2654,-6441 2654,-6475\"/>\n",
       "<text text-anchor=\"middle\" x=\"2572.5\" y=\"-6461.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2572.5\" y=\"-6448.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057776600&#45;&gt;139922057776376 -->\n",
       "<g id=\"edge933\" class=\"edge\"><title>139922057776600&#45;&gt;139922057776376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2502.44,-6440.92C2456.59,-6430.4 2397.7,-6416.89 2356.11,-6407.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2356.72,-6403.89 2346.19,-6405.07 2355.15,-6410.72 2356.72,-6403.89\"/>\n",
       "</g>\n",
       "<!-- 139922057775144 -->\n",
       "<g id=\"node895\" class=\"node\"><title>139922057775144</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2488.5,-6348 2300.5,-6348 2300.5,-6314 2488.5,-6314 2488.5,-6348\"/>\n",
       "<text text-anchor=\"middle\" x=\"2394.5\" y=\"-6334.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2394.5\" y=\"-6321.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057775144&#45;&gt;139922057775704 -->\n",
       "<g id=\"edge934\" class=\"edge\"><title>139922057775144&#45;&gt;139922057775704</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2354.45,-6313.88C2325.41,-6302.2 2286.59,-6286.58 2259.15,-6275.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2260.18,-6272.18 2249.6,-6271.7 2257.57,-6278.68 2260.18,-6272.18\"/>\n",
       "</g>\n",
       "<!-- 139922057775648 -->\n",
       "<g id=\"node896\" class=\"node\"><title>139922057775648</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2472.5,-6278 2296.5,-6278 2296.5,-6244 2472.5,-6244 2472.5,-6278\"/>\n",
       "<text text-anchor=\"middle\" x=\"2384.5\" y=\"-6264.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2384.5\" y=\"-6251.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057775648&#45;&gt;139922057775312 -->\n",
       "<g id=\"edge935\" class=\"edge\"><title>139922057775648&#45;&gt;139922057775312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2363.48,-6243.84C2351.56,-6234.68 2336.71,-6223.26 2324.9,-6214.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2326.97,-6211.36 2316.91,-6208.04 2322.71,-6216.91 2326.97,-6211.36\"/>\n",
       "</g>\n",
       "<!-- 139922057775536 -->\n",
       "<g id=\"node897\" class=\"node\"><title>139922057775536</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2654,-6278 2491,-6278 2491,-6244 2654,-6244 2654,-6278\"/>\n",
       "<text text-anchor=\"middle\" x=\"2572.5\" y=\"-6264.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.29.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2572.5\" y=\"-6251.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057775536&#45;&gt;139922057775312 -->\n",
       "<g id=\"edge936\" class=\"edge\"><title>139922057775536&#45;&gt;139922057775312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2502.44,-6243.92C2456.59,-6233.4 2397.7,-6219.89 2356.11,-6210.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2356.72,-6206.89 2346.19,-6208.07 2355.15,-6213.72 2356.72,-6206.89\"/>\n",
       "</g>\n",
       "<!-- 139922057775816 -->\n",
       "<g id=\"node898\" class=\"node\"><title>139922057775816</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2445.5,-6094 2257.5,-6094 2257.5,-6060 2445.5,-6060 2445.5,-6094\"/>\n",
       "<text text-anchor=\"middle\" x=\"2351.5\" y=\"-6080.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2351.5\" y=\"-6067.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057775816&#45;&gt;139922057773128 -->\n",
       "<g id=\"edge938\" class=\"edge\"><title>139922057775816&#45;&gt;139922057773128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2330.88,-6059.88C2316.98,-6049.02 2298.73,-6034.75 2284.88,-6023.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2286.94,-6021.1 2276.91,-6017.7 2282.63,-6026.61 2286.94,-6021.1\"/>\n",
       "</g>\n",
       "<!-- 139922057773520 -->\n",
       "<g id=\"node899\" class=\"node\"><title>139922057773520</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2511.5,-6024 2335.5,-6024 2335.5,-5990 2511.5,-5990 2511.5,-6024\"/>\n",
       "<text text-anchor=\"middle\" x=\"2423.5\" y=\"-6010.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2423.5\" y=\"-5997.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057773520&#45;&gt;139922057775424 -->\n",
       "<g id=\"edge939\" class=\"edge\"><title>139922057773520&#45;&gt;139922057775424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2403.53,-5989.84C2392.32,-5980.77 2378.37,-5969.48 2367.2,-5960.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2369.27,-5957.61 2359.29,-5954.04 2364.86,-5963.05 2369.27,-5957.61\"/>\n",
       "</g>\n",
       "<!-- 139922057773296 -->\n",
       "<g id=\"node900\" class=\"node\"><title>139922057773296</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2693,-6024 2530,-6024 2530,-5990 2693,-5990 2693,-6024\"/>\n",
       "<text text-anchor=\"middle\" x=\"2611.5\" y=\"-6010.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2611.5\" y=\"-5997.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057773296&#45;&gt;139922057775424 -->\n",
       "<g id=\"edge940\" class=\"edge\"><title>139922057773296&#45;&gt;139922057775424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2542.48,-5989.92C2497.32,-5979.4 2439.31,-5965.89 2398.34,-5956.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2399.1,-5952.93 2388.57,-5954.07 2397.51,-5959.74 2399.1,-5952.93\"/>\n",
       "</g>\n",
       "<!-- 139922057773744 -->\n",
       "<g id=\"node901\" class=\"node\"><title>139922057773744</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2532.5,-5897 2344.5,-5897 2344.5,-5863 2532.5,-5863 2532.5,-5897\"/>\n",
       "<text text-anchor=\"middle\" x=\"2438.5\" y=\"-5883.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2438.5\" y=\"-5870.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922057773744&#45;&gt;139922057774136 -->\n",
       "<g id=\"edge941\" class=\"edge\"><title>139922057773744&#45;&gt;139922057774136</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2398.45,-5862.88C2369.41,-5851.2 2330.59,-5835.58 2303.15,-5824.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2304.18,-5821.18 2293.6,-5820.7 2301.57,-5827.68 2304.18,-5821.18\"/>\n",
       "</g>\n",
       "<!-- 139922057774080 -->\n",
       "<g id=\"node902\" class=\"node\"><title>139922057774080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2516.5,-5827 2340.5,-5827 2340.5,-5793 2516.5,-5793 2516.5,-5827\"/>\n",
       "<text text-anchor=\"middle\" x=\"2428.5\" y=\"-5813.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2428.5\" y=\"-5800.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057774080&#45;&gt;139922057773968 -->\n",
       "<g id=\"edge942\" class=\"edge\"><title>139922057774080&#45;&gt;139922057773968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2407.48,-5792.84C2395.56,-5783.68 2380.71,-5772.26 2368.9,-5763.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2370.97,-5760.36 2360.91,-5757.04 2366.71,-5765.91 2370.97,-5760.36\"/>\n",
       "</g>\n",
       "<!-- 139922057774024 -->\n",
       "<g id=\"node903\" class=\"node\"><title>139922057774024</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2698,-5827 2535,-5827 2535,-5793 2698,-5793 2698,-5827\"/>\n",
       "<text text-anchor=\"middle\" x=\"2616.5\" y=\"-5813.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2616.5\" y=\"-5800.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057774024&#45;&gt;139922057773968 -->\n",
       "<g id=\"edge943\" class=\"edge\"><title>139922057774024&#45;&gt;139922057773968</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2546.44,-5792.92C2500.59,-5782.4 2441.7,-5768.89 2400.11,-5759.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2400.72,-5755.89 2390.19,-5757.07 2399.15,-5762.72 2400.72,-5755.89\"/>\n",
       "</g>\n",
       "<!-- 139922057774248 -->\n",
       "<g id=\"node904\" class=\"node\"><title>139922057774248</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2532.5,-5700 2344.5,-5700 2344.5,-5666 2532.5,-5666 2532.5,-5700\"/>\n",
       "<text text-anchor=\"middle\" x=\"2438.5\" y=\"-5686.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2438.5\" y=\"-5673.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057774248&#45;&gt;139922057774192 -->\n",
       "<g id=\"edge944\" class=\"edge\"><title>139922057774248&#45;&gt;139922057774192</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2398.45,-5665.88C2369.41,-5654.2 2330.59,-5638.58 2303.15,-5627.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2304.18,-5624.18 2293.6,-5623.7 2301.57,-5630.68 2304.18,-5624.18\"/>\n",
       "</g>\n",
       "<!-- 139922057774696 -->\n",
       "<g id=\"node905\" class=\"node\"><title>139922057774696</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2516.5,-5630 2340.5,-5630 2340.5,-5596 2516.5,-5596 2516.5,-5630\"/>\n",
       "<text text-anchor=\"middle\" x=\"2428.5\" y=\"-5616.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2428.5\" y=\"-5603.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057774696&#45;&gt;139922057774584 -->\n",
       "<g id=\"edge945\" class=\"edge\"><title>139922057774696&#45;&gt;139922057774584</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2407.48,-5595.84C2395.56,-5586.68 2380.71,-5575.26 2368.9,-5566.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2370.97,-5563.36 2360.91,-5560.04 2366.71,-5568.91 2370.97,-5563.36\"/>\n",
       "</g>\n",
       "<!-- 139922057774640 -->\n",
       "<g id=\"node906\" class=\"node\"><title>139922057774640</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2698,-5630 2535,-5630 2535,-5596 2698,-5596 2698,-5630\"/>\n",
       "<text text-anchor=\"middle\" x=\"2616.5\" y=\"-5616.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.30.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2616.5\" y=\"-5603.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922057774640&#45;&gt;139922057774584 -->\n",
       "<g id=\"edge946\" class=\"edge\"><title>139922057774640&#45;&gt;139922057774584</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2546.44,-5595.92C2500.59,-5585.4 2441.7,-5571.89 2400.11,-5562.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2400.72,-5558.89 2390.19,-5560.07 2399.15,-5565.72 2400.72,-5558.89\"/>\n",
       "</g>\n",
       "<!-- 139922057774976 -->\n",
       "<g id=\"node907\" class=\"node\"><title>139922057774976</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2489.5,-5446 2301.5,-5446 2301.5,-5412 2489.5,-5412 2489.5,-5446\"/>\n",
       "<text text-anchor=\"middle\" x=\"2395.5\" y=\"-5432.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2395.5\" y=\"-5419.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922057774976&#45;&gt;139922057775088 -->\n",
       "<g id=\"edge948\" class=\"edge\"><title>139922057774976&#45;&gt;139922057775088</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2374.88,-5411.88C2360.98,-5401.02 2342.73,-5386.75 2328.88,-5375.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2330.94,-5373.1 2320.91,-5369.7 2326.63,-5378.61 2330.94,-5373.1\"/>\n",
       "</g>\n",
       "<!-- 139922057774920 -->\n",
       "<g id=\"node908\" class=\"node\"><title>139922057774920</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2555.5,-5376 2379.5,-5376 2379.5,-5342 2555.5,-5342 2555.5,-5376\"/>\n",
       "<text text-anchor=\"middle\" x=\"2467.5\" y=\"-5362.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2467.5\" y=\"-5349.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057774920&#45;&gt;139922058333600 -->\n",
       "<g id=\"edge949\" class=\"edge\"><title>139922057774920&#45;&gt;139922058333600</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2447.53,-5341.84C2436.32,-5332.77 2422.37,-5321.48 2411.2,-5312.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2413.27,-5309.61 2403.29,-5306.04 2408.86,-5315.05 2413.27,-5309.61\"/>\n",
       "</g>\n",
       "<!-- 139922057775032 -->\n",
       "<g id=\"node909\" class=\"node\"><title>139922057775032</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2737,-5376 2574,-5376 2574,-5342 2737,-5342 2737,-5376\"/>\n",
       "<text text-anchor=\"middle\" x=\"2655.5\" y=\"-5362.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2655.5\" y=\"-5349.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922057775032&#45;&gt;139922058333600 -->\n",
       "<g id=\"edge950\" class=\"edge\"><title>139922057775032&#45;&gt;139922058333600</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2586.48,-5341.92C2541.32,-5331.4 2483.31,-5317.89 2442.34,-5308.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2443.1,-5304.93 2432.57,-5306.07 2441.51,-5311.74 2443.1,-5304.93\"/>\n",
       "</g>\n",
       "<!-- 139922058333096 -->\n",
       "<g id=\"node910\" class=\"node\"><title>139922058333096</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2576.5,-5249 2388.5,-5249 2388.5,-5215 2576.5,-5215 2576.5,-5249\"/>\n",
       "<text text-anchor=\"middle\" x=\"2482.5\" y=\"-5235.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2482.5\" y=\"-5222.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922058333096&#45;&gt;139923881818432 -->\n",
       "<g id=\"edge951\" class=\"edge\"><title>139922058333096&#45;&gt;139923881818432</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2442.45,-5214.88C2413.41,-5203.2 2374.59,-5187.58 2347.15,-5176.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2348.18,-5173.18 2337.6,-5172.7 2345.57,-5179.68 2348.18,-5173.18\"/>\n",
       "</g>\n",
       "<!-- 139922058332368 -->\n",
       "<g id=\"node911\" class=\"node\"><title>139922058332368</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2560.5,-5179 2384.5,-5179 2384.5,-5145 2560.5,-5145 2560.5,-5179\"/>\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-5165.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-5152.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058332368&#45;&gt;139922058361040 -->\n",
       "<g id=\"edge952\" class=\"edge\"><title>139922058332368&#45;&gt;139922058361040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2451.48,-5144.84C2439.56,-5135.68 2424.71,-5124.26 2412.9,-5115.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2414.97,-5112.36 2404.91,-5109.04 2410.71,-5117.91 2414.97,-5112.36\"/>\n",
       "</g>\n",
       "<!-- 139922058332144 -->\n",
       "<g id=\"node912\" class=\"node\"><title>139922058332144</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2742,-5179 2579,-5179 2579,-5145 2742,-5145 2742,-5179\"/>\n",
       "<text text-anchor=\"middle\" x=\"2660.5\" y=\"-5165.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2660.5\" y=\"-5152.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922058332144&#45;&gt;139922058361040 -->\n",
       "<g id=\"edge953\" class=\"edge\"><title>139922058332144&#45;&gt;139922058361040</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2590.44,-5144.92C2544.59,-5134.4 2485.7,-5120.89 2444.11,-5111.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2444.72,-5107.89 2434.19,-5109.07 2443.15,-5114.72 2444.72,-5107.89\"/>\n",
       "</g>\n",
       "<!-- 139922058322272 -->\n",
       "<g id=\"node913\" class=\"node\"><title>139922058322272</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2576.5,-5052 2388.5,-5052 2388.5,-5018 2576.5,-5018 2576.5,-5052\"/>\n",
       "<text text-anchor=\"middle\" x=\"2482.5\" y=\"-5038.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2482.5\" y=\"-5025.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922058322272&#45;&gt;139921835092176 -->\n",
       "<g id=\"edge954\" class=\"edge\"><title>139922058322272&#45;&gt;139921835092176</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2442.45,-5017.88C2413.41,-5006.2 2374.59,-4990.58 2347.15,-4979.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2348.18,-4976.18 2337.6,-4975.7 2345.57,-4982.68 2348.18,-4976.18\"/>\n",
       "</g>\n",
       "<!-- 139922058324400 -->\n",
       "<g id=\"node914\" class=\"node\"><title>139922058324400</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2560.5,-4982 2384.5,-4982 2384.5,-4948 2560.5,-4948 2560.5,-4982\"/>\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-4968.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2472.5\" y=\"-4955.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058324400&#45;&gt;139921835090552 -->\n",
       "<g id=\"edge955\" class=\"edge\"><title>139922058324400&#45;&gt;139921835090552</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2451.48,-4947.84C2439.56,-4938.68 2424.71,-4927.26 2412.9,-4918.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2414.97,-4915.36 2404.91,-4912.04 2410.71,-4920.91 2414.97,-4915.36\"/>\n",
       "</g>\n",
       "<!-- 139922058325576 -->\n",
       "<g id=\"node915\" class=\"node\"><title>139922058325576</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2742,-4982 2579,-4982 2579,-4948 2742,-4948 2742,-4982\"/>\n",
       "<text text-anchor=\"middle\" x=\"2660.5\" y=\"-4968.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.31.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2660.5\" y=\"-4955.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922058325576&#45;&gt;139921835090552 -->\n",
       "<g id=\"edge956\" class=\"edge\"><title>139922058325576&#45;&gt;139921835090552</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2590.44,-4947.92C2544.59,-4937.4 2485.7,-4923.89 2444.11,-4914.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2444.72,-4910.89 2434.19,-4912.07 2443.15,-4917.72 2444.72,-4910.89\"/>\n",
       "</g>\n",
       "<!-- 139921835090216 -->\n",
       "<g id=\"node916\" class=\"node\"><title>139921835090216</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2533.5,-4798 2345.5,-4798 2345.5,-4764 2533.5,-4764 2533.5,-4798\"/>\n",
       "<text text-anchor=\"middle\" x=\"2439.5\" y=\"-4784.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2439.5\" y=\"-4771.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139921835090216&#45;&gt;139921835090776 -->\n",
       "<g id=\"edge958\" class=\"edge\"><title>139921835090216&#45;&gt;139921835090776</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2418.88,-4763.88C2404.98,-4753.02 2386.73,-4738.75 2372.88,-4727.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2374.94,-4725.1 2364.91,-4721.7 2370.63,-4730.61 2374.94,-4725.1\"/>\n",
       "</g>\n",
       "<!-- 139921835090328 -->\n",
       "<g id=\"node917\" class=\"node\"><title>139921835090328</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2599.5,-4728 2423.5,-4728 2423.5,-4694 2599.5,-4694 2599.5,-4728\"/>\n",
       "<text text-anchor=\"middle\" x=\"2511.5\" y=\"-4714.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2511.5\" y=\"-4701.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139921835090328&#45;&gt;139921835090664 -->\n",
       "<g id=\"edge959\" class=\"edge\"><title>139921835090328&#45;&gt;139921835090664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2491.53,-4693.84C2480.32,-4684.77 2466.37,-4673.48 2455.2,-4664.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2457.27,-4661.61 2447.29,-4658.04 2452.86,-4667.05 2457.27,-4661.61\"/>\n",
       "</g>\n",
       "<!-- 139921835090720 -->\n",
       "<g id=\"node918\" class=\"node\"><title>139921835090720</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2781,-4728 2618,-4728 2618,-4694 2781,-4694 2781,-4728\"/>\n",
       "<text text-anchor=\"middle\" x=\"2699.5\" y=\"-4714.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2699.5\" y=\"-4701.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139921835090720&#45;&gt;139921835090664 -->\n",
       "<g id=\"edge960\" class=\"edge\"><title>139921835090720&#45;&gt;139921835090664</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2630.48,-4693.92C2585.32,-4683.4 2527.31,-4669.89 2486.34,-4660.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2487.1,-4656.93 2476.57,-4658.07 2485.51,-4663.74 2487.1,-4656.93\"/>\n",
       "</g>\n",
       "<!-- 139921835090888 -->\n",
       "<g id=\"node919\" class=\"node\"><title>139921835090888</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2620.5,-4601 2432.5,-4601 2432.5,-4567 2620.5,-4567 2620.5,-4601\"/>\n",
       "<text text-anchor=\"middle\" x=\"2526.5\" y=\"-4587.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2526.5\" y=\"-4574.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139921835090888&#45;&gt;139921835092792 -->\n",
       "<g id=\"edge961\" class=\"edge\"><title>139921835090888&#45;&gt;139921835092792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2486.45,-4566.88C2457.41,-4555.2 2418.59,-4539.58 2391.15,-4528.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2392.18,-4525.18 2381.6,-4524.7 2389.57,-4531.68 2392.18,-4525.18\"/>\n",
       "</g>\n",
       "<!-- 139921835090104 -->\n",
       "<g id=\"node920\" class=\"node\"><title>139921835090104</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2604.5,-4531 2428.5,-4531 2428.5,-4497 2604.5,-4497 2604.5,-4531\"/>\n",
       "<text text-anchor=\"middle\" x=\"2516.5\" y=\"-4517.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2516.5\" y=\"-4504.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139921835090104&#45;&gt;139921835091448 -->\n",
       "<g id=\"edge962\" class=\"edge\"><title>139921835090104&#45;&gt;139921835091448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2495.48,-4496.84C2483.56,-4487.68 2468.71,-4476.26 2456.9,-4467.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2458.97,-4464.36 2448.91,-4461.04 2454.71,-4469.91 2458.97,-4464.36\"/>\n",
       "</g>\n",
       "<!-- 139921835090440 -->\n",
       "<g id=\"node921\" class=\"node\"><title>139921835090440</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2786,-4531 2623,-4531 2623,-4497 2786,-4497 2786,-4531\"/>\n",
       "<text text-anchor=\"middle\" x=\"2704.5\" y=\"-4517.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2704.5\" y=\"-4504.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139921835090440&#45;&gt;139921835091448 -->\n",
       "<g id=\"edge963\" class=\"edge\"><title>139921835090440&#45;&gt;139921835091448</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2634.44,-4496.92C2588.59,-4486.4 2529.7,-4472.89 2488.11,-4463.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2488.72,-4459.89 2478.19,-4461.07 2487.15,-4466.72 2488.72,-4459.89\"/>\n",
       "</g>\n",
       "<!-- 139921835093072 -->\n",
       "<g id=\"node922\" class=\"node\"><title>139921835093072</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2620.5,-4404 2432.5,-4404 2432.5,-4370 2620.5,-4370 2620.5,-4404\"/>\n",
       "<text text-anchor=\"middle\" x=\"2526.5\" y=\"-4390.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2526.5\" y=\"-4377.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139921835093072&#45;&gt;139921835092680 -->\n",
       "<g id=\"edge964\" class=\"edge\"><title>139921835093072&#45;&gt;139921835092680</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2486.45,-4369.88C2457.41,-4358.2 2418.59,-4342.58 2391.15,-4331.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2392.18,-4328.18 2381.6,-4327.7 2389.57,-4334.68 2392.18,-4328.18\"/>\n",
       "</g>\n",
       "<!-- 139921835091504 -->\n",
       "<g id=\"node923\" class=\"node\"><title>139921835091504</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2604.5,-4334 2428.5,-4334 2428.5,-4300 2604.5,-4300 2604.5,-4334\"/>\n",
       "<text text-anchor=\"middle\" x=\"2516.5\" y=\"-4320.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2516.5\" y=\"-4307.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139921835091504&#45;&gt;139921835091840 -->\n",
       "<g id=\"edge965\" class=\"edge\"><title>139921835091504&#45;&gt;139921835091840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2495.48,-4299.84C2483.56,-4290.68 2468.71,-4279.26 2456.9,-4270.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2458.97,-4267.36 2448.91,-4264.04 2454.71,-4272.91 2458.97,-4267.36\"/>\n",
       "</g>\n",
       "<!-- 139921835092008 -->\n",
       "<g id=\"node924\" class=\"node\"><title>139921835092008</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2786,-4334 2623,-4334 2623,-4300 2786,-4300 2786,-4334\"/>\n",
       "<text text-anchor=\"middle\" x=\"2704.5\" y=\"-4320.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.32.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2704.5\" y=\"-4307.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139921835092008&#45;&gt;139921835091840 -->\n",
       "<g id=\"edge966\" class=\"edge\"><title>139921835092008&#45;&gt;139921835091840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2634.44,-4299.92C2588.59,-4289.4 2529.7,-4275.89 2488.11,-4266.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2488.72,-4262.89 2478.19,-4264.07 2487.15,-4269.72 2488.72,-4262.89\"/>\n",
       "</g>\n",
       "<!-- 139921835092400 -->\n",
       "<g id=\"node925\" class=\"node\"><title>139921835092400</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2577.5,-4150 2389.5,-4150 2389.5,-4116 2577.5,-4116 2577.5,-4150\"/>\n",
       "<text text-anchor=\"middle\" x=\"2483.5\" y=\"-4136.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2483.5\" y=\"-4123.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139921835092400&#45;&gt;139921835091560 -->\n",
       "<g id=\"edge968\" class=\"edge\"><title>139921835092400&#45;&gt;139921835091560</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2462.88,-4115.88C2448.98,-4105.02 2430.73,-4090.75 2416.88,-4079.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2418.94,-4077.1 2408.91,-4073.7 2414.63,-4082.61 2418.94,-4077.1\"/>\n",
       "</g>\n",
       "<!-- 139921835091280 -->\n",
       "<g id=\"node926\" class=\"node\"><title>139921835091280</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2643.5,-4080 2467.5,-4080 2467.5,-4046 2643.5,-4046 2643.5,-4080\"/>\n",
       "<text text-anchor=\"middle\" x=\"2555.5\" y=\"-4066.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2555.5\" y=\"-4053.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139921835091280&#45;&gt;139921835091168 -->\n",
       "<g id=\"edge969\" class=\"edge\"><title>139921835091280&#45;&gt;139921835091168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2535.53,-4045.84C2524.32,-4036.77 2510.37,-4025.48 2499.2,-4016.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2501.27,-4013.61 2491.29,-4010.04 2496.86,-4019.05 2501.27,-4013.61\"/>\n",
       "</g>\n",
       "<!-- 139921835093128 -->\n",
       "<g id=\"node927\" class=\"node\"><title>139921835093128</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2825,-4080 2662,-4080 2662,-4046 2825,-4046 2825,-4080\"/>\n",
       "<text text-anchor=\"middle\" x=\"2743.5\" y=\"-4066.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2743.5\" y=\"-4053.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139921835093128&#45;&gt;139921835091168 -->\n",
       "<g id=\"edge970\" class=\"edge\"><title>139921835093128&#45;&gt;139921835091168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2674.48,-4045.92C2629.32,-4035.4 2571.31,-4021.89 2530.34,-4012.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2531.1,-4008.93 2520.57,-4010.07 2529.51,-4015.74 2531.1,-4008.93\"/>\n",
       "</g>\n",
       "<!-- 139921835092344 -->\n",
       "<g id=\"node928\" class=\"node\"><title>139921835092344</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2664.5,-3953 2476.5,-3953 2476.5,-3919 2664.5,-3919 2664.5,-3953\"/>\n",
       "<text text-anchor=\"middle\" x=\"2570.5\" y=\"-3939.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2570.5\" y=\"-3926.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139921835092344&#45;&gt;139923794451144 -->\n",
       "<g id=\"edge971\" class=\"edge\"><title>139921835092344&#45;&gt;139923794451144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2530.45,-3918.88C2501.41,-3907.2 2462.59,-3891.58 2435.15,-3880.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2436.18,-3877.18 2425.6,-3876.7 2433.57,-3883.68 2436.18,-3877.18\"/>\n",
       "</g>\n",
       "<!-- 139922215307528 -->\n",
       "<g id=\"node929\" class=\"node\"><title>139922215307528</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2648.5,-3883 2472.5,-3883 2472.5,-3849 2648.5,-3849 2648.5,-3883\"/>\n",
       "<text text-anchor=\"middle\" x=\"2560.5\" y=\"-3869.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2560.5\" y=\"-3856.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922215307528&#45;&gt;139922073162696 -->\n",
       "<g id=\"edge972\" class=\"edge\"><title>139922215307528&#45;&gt;139922073162696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2539.48,-3848.84C2527.56,-3839.68 2512.71,-3828.26 2500.9,-3819.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2502.97,-3816.36 2492.91,-3813.04 2498.71,-3821.91 2502.97,-3816.36\"/>\n",
       "</g>\n",
       "<!-- 139921835092232 -->\n",
       "<g id=\"node930\" class=\"node\"><title>139921835092232</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2830,-3883 2667,-3883 2667,-3849 2830,-3849 2830,-3883\"/>\n",
       "<text text-anchor=\"middle\" x=\"2748.5\" y=\"-3869.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2748.5\" y=\"-3856.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139921835092232&#45;&gt;139922073162696 -->\n",
       "<g id=\"edge973\" class=\"edge\"><title>139921835092232&#45;&gt;139922073162696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2678.44,-3848.92C2632.59,-3838.4 2573.7,-3824.89 2532.11,-3815.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2532.72,-3811.89 2522.19,-3813.07 2531.15,-3818.72 2532.72,-3811.89\"/>\n",
       "</g>\n",
       "<!-- 139922081331352 -->\n",
       "<g id=\"node931\" class=\"node\"><title>139922081331352</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2664.5,-3756 2476.5,-3756 2476.5,-3722 2664.5,-3722 2664.5,-3756\"/>\n",
       "<text text-anchor=\"middle\" x=\"2570.5\" y=\"-3742.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2570.5\" y=\"-3729.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922081331352&#45;&gt;139922037992304 -->\n",
       "<g id=\"edge974\" class=\"edge\"><title>139922081331352&#45;&gt;139922037992304</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2530.45,-3721.88C2501.41,-3710.2 2462.59,-3694.58 2435.15,-3683.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2436.18,-3680.18 2425.6,-3679.7 2433.57,-3686.68 2436.18,-3680.18\"/>\n",
       "</g>\n",
       "<!-- 139922037992080 -->\n",
       "<g id=\"node932\" class=\"node\"><title>139922037992080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2648.5,-3686 2472.5,-3686 2472.5,-3652 2648.5,-3652 2648.5,-3686\"/>\n",
       "<text text-anchor=\"middle\" x=\"2560.5\" y=\"-3672.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2560.5\" y=\"-3659.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922037992080&#45;&gt;139922037992360 -->\n",
       "<g id=\"edge975\" class=\"edge\"><title>139922037992080&#45;&gt;139922037992360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2539.48,-3651.84C2527.56,-3642.68 2512.71,-3631.26 2500.9,-3622.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2502.97,-3619.36 2492.91,-3616.04 2498.71,-3624.91 2502.97,-3619.36\"/>\n",
       "</g>\n",
       "<!-- 139922037991408 -->\n",
       "<g id=\"node933\" class=\"node\"><title>139922037991408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2830,-3686 2667,-3686 2667,-3652 2830,-3652 2830,-3686\"/>\n",
       "<text text-anchor=\"middle\" x=\"2748.5\" y=\"-3672.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.33.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2748.5\" y=\"-3659.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922037991408&#45;&gt;139922037992360 -->\n",
       "<g id=\"edge976\" class=\"edge\"><title>139922037991408&#45;&gt;139922037992360</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2678.44,-3651.92C2632.59,-3641.4 2573.7,-3627.89 2532.11,-3618.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2532.72,-3614.89 2522.19,-3616.07 2531.15,-3621.72 2532.72,-3614.89\"/>\n",
       "</g>\n",
       "<!-- 139922037992640 -->\n",
       "<g id=\"node934\" class=\"node\"><title>139922037992640</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2621.5,-3502 2433.5,-3502 2433.5,-3468 2621.5,-3468 2621.5,-3502\"/>\n",
       "<text text-anchor=\"middle\" x=\"2527.5\" y=\"-3488.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2527.5\" y=\"-3475.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922037992640&#45;&gt;139922037992416 -->\n",
       "<g id=\"edge978\" class=\"edge\"><title>139922037992640&#45;&gt;139922037992416</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2506.88,-3467.88C2492.98,-3457.02 2474.73,-3442.75 2460.88,-3431.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2462.94,-3429.1 2452.91,-3425.7 2458.63,-3434.61 2462.94,-3429.1\"/>\n",
       "</g>\n",
       "<!-- 139922037992920 -->\n",
       "<g id=\"node935\" class=\"node\"><title>139922037992920</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2687.5,-3432 2511.5,-3432 2511.5,-3398 2687.5,-3398 2687.5,-3432\"/>\n",
       "<text text-anchor=\"middle\" x=\"2599.5\" y=\"-3418.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2599.5\" y=\"-3405.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037992920&#45;&gt;139922037993088 -->\n",
       "<g id=\"edge979\" class=\"edge\"><title>139922037992920&#45;&gt;139922037993088</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2579.53,-3397.84C2568.32,-3388.77 2554.37,-3377.48 2543.2,-3368.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2545.27,-3365.61 2535.29,-3362.04 2540.86,-3371.05 2545.27,-3365.61\"/>\n",
       "</g>\n",
       "<!-- 139922037992808 -->\n",
       "<g id=\"node936\" class=\"node\"><title>139922037992808</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2869,-3432 2706,-3432 2706,-3398 2869,-3398 2869,-3432\"/>\n",
       "<text text-anchor=\"middle\" x=\"2787.5\" y=\"-3418.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2787.5\" y=\"-3405.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037992808&#45;&gt;139922037993088 -->\n",
       "<g id=\"edge980\" class=\"edge\"><title>139922037992808&#45;&gt;139922037993088</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2718.48,-3397.92C2673.32,-3387.4 2615.31,-3373.89 2574.34,-3364.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2575.1,-3360.93 2564.57,-3362.07 2573.51,-3367.74 2575.1,-3360.93\"/>\n",
       "</g>\n",
       "<!-- 139922037992752 -->\n",
       "<g id=\"node937\" class=\"node\"><title>139922037992752</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2708.5,-3305 2520.5,-3305 2520.5,-3271 2708.5,-3271 2708.5,-3305\"/>\n",
       "<text text-anchor=\"middle\" x=\"2614.5\" y=\"-3291.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2614.5\" y=\"-3278.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922037992752&#45;&gt;139922037993312 -->\n",
       "<g id=\"edge981\" class=\"edge\"><title>139922037992752&#45;&gt;139922037993312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2574.45,-3270.88C2545.41,-3259.2 2506.59,-3243.58 2479.15,-3232.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2480.18,-3229.18 2469.6,-3228.7 2477.57,-3235.68 2480.18,-3229.18\"/>\n",
       "</g>\n",
       "<!-- 139922037992976 -->\n",
       "<g id=\"node938\" class=\"node\"><title>139922037992976</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2692.5,-3235 2516.5,-3235 2516.5,-3201 2692.5,-3201 2692.5,-3235\"/>\n",
       "<text text-anchor=\"middle\" x=\"2604.5\" y=\"-3221.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2604.5\" y=\"-3208.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037992976&#45;&gt;139922037992136 -->\n",
       "<g id=\"edge982\" class=\"edge\"><title>139922037992976&#45;&gt;139922037992136</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2583.48,-3200.84C2571.56,-3191.68 2556.71,-3180.26 2544.9,-3171.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2546.97,-3168.36 2536.91,-3165.04 2542.71,-3173.91 2546.97,-3168.36\"/>\n",
       "</g>\n",
       "<!-- 139922037993368 -->\n",
       "<g id=\"node939\" class=\"node\"><title>139922037993368</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2874,-3235 2711,-3235 2711,-3201 2874,-3201 2874,-3235\"/>\n",
       "<text text-anchor=\"middle\" x=\"2792.5\" y=\"-3221.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2792.5\" y=\"-3208.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037993368&#45;&gt;139922037992136 -->\n",
       "<g id=\"edge983\" class=\"edge\"><title>139922037993368&#45;&gt;139922037992136</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2722.44,-3200.92C2676.59,-3190.4 2617.7,-3176.89 2576.11,-3167.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2576.72,-3163.89 2566.19,-3165.07 2575.15,-3170.72 2576.72,-3163.89\"/>\n",
       "</g>\n",
       "<!-- 139922037991744 -->\n",
       "<g id=\"node940\" class=\"node\"><title>139922037991744</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2708.5,-3108 2520.5,-3108 2520.5,-3074 2708.5,-3074 2708.5,-3108\"/>\n",
       "<text text-anchor=\"middle\" x=\"2614.5\" y=\"-3094.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2614.5\" y=\"-3081.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922037991744&#45;&gt;139922037991184 -->\n",
       "<g id=\"edge984\" class=\"edge\"><title>139922037991744&#45;&gt;139922037991184</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2574.45,-3073.88C2545.41,-3062.2 2506.59,-3046.58 2479.15,-3035.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2480.18,-3032.18 2469.6,-3031.7 2477.57,-3038.68 2480.18,-3032.18\"/>\n",
       "</g>\n",
       "<!-- 139922037989896 -->\n",
       "<g id=\"node941\" class=\"node\"><title>139922037989896</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2692.5,-3038 2516.5,-3038 2516.5,-3004 2692.5,-3004 2692.5,-3038\"/>\n",
       "<text text-anchor=\"middle\" x=\"2604.5\" y=\"-3024.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2604.5\" y=\"-3011.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922037989896&#45;&gt;139922037991072 -->\n",
       "<g id=\"edge985\" class=\"edge\"><title>139922037989896&#45;&gt;139922037991072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2583.48,-3003.84C2571.56,-2994.68 2556.71,-2983.26 2544.9,-2974.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2546.97,-2971.36 2536.91,-2968.04 2542.71,-2976.91 2546.97,-2971.36\"/>\n",
       "</g>\n",
       "<!-- 139922037993424 -->\n",
       "<g id=\"node942\" class=\"node\"><title>139922037993424</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2874,-3038 2711,-3038 2711,-3004 2874,-3004 2874,-3038\"/>\n",
       "<text text-anchor=\"middle\" x=\"2792.5\" y=\"-3024.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.34.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2792.5\" y=\"-3011.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139922037993424&#45;&gt;139922037991072 -->\n",
       "<g id=\"edge986\" class=\"edge\"><title>139922037993424&#45;&gt;139922037991072</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2722.44,-3003.92C2676.59,-2993.4 2617.7,-2979.89 2576.11,-2970.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2576.72,-2966.89 2566.19,-2968.07 2575.15,-2973.72 2576.72,-2966.89\"/>\n",
       "</g>\n",
       "<!-- 139922037990960 -->\n",
       "<g id=\"node943\" class=\"node\"><title>139922037990960</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2665.5,-2854 2477.5,-2854 2477.5,-2820 2665.5,-2820 2665.5,-2854\"/>\n",
       "<text text-anchor=\"middle\" x=\"2571.5\" y=\"-2840.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2571.5\" y=\"-2827.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922037990960&#45;&gt;139922037990568 -->\n",
       "<g id=\"edge988\" class=\"edge\"><title>139922037990960&#45;&gt;139922037990568</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2550.88,-2819.88C2536.98,-2809.02 2518.73,-2794.75 2504.88,-2783.93\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2506.94,-2781.1 2496.91,-2777.7 2502.63,-2786.61 2506.94,-2781.1\"/>\n",
       "</g>\n",
       "<!-- 139922037990624 -->\n",
       "<g id=\"node944\" class=\"node\"><title>139922037990624</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2731.5,-2784 2555.5,-2784 2555.5,-2750 2731.5,-2750 2731.5,-2784\"/>\n",
       "<text text-anchor=\"middle\" x=\"2643.5\" y=\"-2770.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2643.5\" y=\"-2757.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037990624&#45;&gt;139922037990848 -->\n",
       "<g id=\"edge989\" class=\"edge\"><title>139922037990624&#45;&gt;139922037990848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2623.53,-2749.84C2612.32,-2740.77 2598.37,-2729.48 2587.2,-2720.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2589.27,-2717.61 2579.29,-2714.04 2584.86,-2723.05 2589.27,-2717.61\"/>\n",
       "</g>\n",
       "<!-- 139922037990456 -->\n",
       "<g id=\"node945\" class=\"node\"><title>139922037990456</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2913,-2784 2750,-2784 2750,-2750 2913,-2750 2913,-2784\"/>\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-2770.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2831.5\" y=\"-2757.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037990456&#45;&gt;139922037990848 -->\n",
       "<g id=\"edge990\" class=\"edge\"><title>139922037990456&#45;&gt;139922037990848</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2762.48,-2749.92C2717.32,-2739.4 2659.31,-2725.89 2618.34,-2716.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2619.1,-2712.93 2608.57,-2714.07 2617.51,-2719.74 2619.1,-2712.93\"/>\n",
       "</g>\n",
       "<!-- 139922037990736 -->\n",
       "<g id=\"node946\" class=\"node\"><title>139922037990736</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2752.5,-2657 2564.5,-2657 2564.5,-2623 2752.5,-2623 2752.5,-2657\"/>\n",
       "<text text-anchor=\"middle\" x=\"2658.5\" y=\"-2643.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2658.5\" y=\"-2630.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256, 256, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922037990736&#45;&gt;139922037991296 -->\n",
       "<g id=\"edge991\" class=\"edge\"><title>139922037990736&#45;&gt;139922037991296</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2618.45,-2622.88C2589.41,-2611.2 2550.59,-2595.58 2523.15,-2584.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2524.18,-2581.18 2513.6,-2580.7 2521.57,-2587.68 2524.18,-2581.18\"/>\n",
       "</g>\n",
       "<!-- 139922037990344 -->\n",
       "<g id=\"node947\" class=\"node\"><title>139922037990344</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2736.5,-2587 2560.5,-2587 2560.5,-2553 2736.5,-2553 2736.5,-2587\"/>\n",
       "<text text-anchor=\"middle\" x=\"2648.5\" y=\"-2573.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2648.5\" y=\"-2560.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037990344&#45;&gt;139922037990904 -->\n",
       "<g id=\"edge992\" class=\"edge\"><title>139922037990344&#45;&gt;139922037990904</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2627.48,-2552.84C2615.56,-2543.68 2600.71,-2532.26 2588.9,-2523.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2590.97,-2520.36 2580.91,-2517.04 2586.71,-2525.91 2590.97,-2520.36\"/>\n",
       "</g>\n",
       "<!-- 139922037990680 -->\n",
       "<g id=\"node948\" class=\"node\"><title>139922037990680</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2918,-2587 2755,-2587 2755,-2553 2918,-2553 2918,-2587\"/>\n",
       "<text text-anchor=\"middle\" x=\"2836.5\" y=\"-2573.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2836.5\" y=\"-2560.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (256)</text>\n",
       "</g>\n",
       "<!-- 139922037990680&#45;&gt;139922037990904 -->\n",
       "<g id=\"edge993\" class=\"edge\"><title>139922037990680&#45;&gt;139922037990904</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2766.44,-2552.92C2720.59,-2542.4 2661.7,-2528.89 2620.11,-2519.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2620.72,-2515.89 2610.19,-2517.07 2619.15,-2522.72 2620.72,-2515.89\"/>\n",
       "</g>\n",
       "<!-- 139923829455616 -->\n",
       "<g id=\"node949\" class=\"node\"><title>139923829455616</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2752.5,-2460 2564.5,-2460 2564.5,-2426 2752.5,-2426 2752.5,-2460\"/>\n",
       "<text text-anchor=\"middle\" x=\"2658.5\" y=\"-2446.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2658.5\" y=\"-2433.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024, 256, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139923829455616&#45;&gt;139923829002872 -->\n",
       "<g id=\"edge994\" class=\"edge\"><title>139923829455616&#45;&gt;139923829002872</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2618.45,-2425.88C2589.41,-2414.2 2550.59,-2398.58 2523.15,-2387.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2524.18,-2384.18 2513.6,-2383.7 2521.57,-2390.68 2524.18,-2384.18\"/>\n",
       "</g>\n",
       "<!-- 139923829003880 -->\n",
       "<g id=\"node950\" class=\"node\"><title>139923829003880</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2736.5,-2390 2560.5,-2390 2560.5,-2356 2736.5,-2356 2736.5,-2390\"/>\n",
       "<text text-anchor=\"middle\" x=\"2648.5\" y=\"-2376.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2648.5\" y=\"-2363.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139923829003880&#45;&gt;139922059235792 -->\n",
       "<g id=\"edge995\" class=\"edge\"><title>139923829003880&#45;&gt;139922059235792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2627.48,-2355.84C2615.56,-2346.68 2600.71,-2335.26 2588.9,-2326.18\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2590.97,-2323.36 2580.91,-2320.04 2586.71,-2328.91 2590.97,-2323.36\"/>\n",
       "</g>\n",
       "<!-- 139923829003824 -->\n",
       "<g id=\"node951\" class=\"node\"><title>139923829003824</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2918,-2390 2755,-2390 2755,-2356 2918,-2356 2918,-2390\"/>\n",
       "<text text-anchor=\"middle\" x=\"2836.5\" y=\"-2376.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer3.35.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2836.5\" y=\"-2363.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (1024)</text>\n",
       "</g>\n",
       "<!-- 139923829003824&#45;&gt;139922059235792 -->\n",
       "<g id=\"edge996\" class=\"edge\"><title>139923829003824&#45;&gt;139922059235792</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2766.44,-2355.92C2720.59,-2345.4 2661.7,-2331.89 2620.11,-2322.34\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2620.72,-2318.89 2610.19,-2320.07 2619.15,-2325.72 2620.72,-2318.89\"/>\n",
       "</g>\n",
       "<!-- 139922059237248 -->\n",
       "<g id=\"node952\" class=\"node\"><title>139922059237248</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2703.5,-2206 2521.5,-2206 2521.5,-2172 2703.5,-2172 2703.5,-2206\"/>\n",
       "<text text-anchor=\"middle\" x=\"2612.5\" y=\"-2192.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2612.5\" y=\"-2179.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059237248&#45;&gt;139922059236576 -->\n",
       "<g id=\"edge998\" class=\"edge\"><title>139922059237248&#45;&gt;139922059236576</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2587.85,-2171.88C2570.93,-2160.82 2548.59,-2146.21 2531.93,-2135.32\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2533.61,-2132.24 2523.33,-2129.7 2529.78,-2138.1 2533.61,-2132.24\"/>\n",
       "</g>\n",
       "<!-- 139922059237136 -->\n",
       "<g id=\"node953\" class=\"node\"><title>139922059237136</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2750.5,-2136 2580.5,-2136 2580.5,-2102 2750.5,-2102 2750.5,-2136\"/>\n",
       "<text text-anchor=\"middle\" x=\"2665.5\" y=\"-2122.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2665.5\" y=\"-2109.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059237136&#45;&gt;139922059236688 -->\n",
       "<g id=\"edge999\" class=\"edge\"><title>139922059237136&#45;&gt;139922059236688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2636.6,-2101.84C2619.57,-2092.32 2598.2,-2080.37 2581.67,-2071.13\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2583,-2067.87 2572.57,-2066.04 2579.59,-2073.98 2583,-2067.87\"/>\n",
       "</g>\n",
       "<!-- 139922059236072 -->\n",
       "<g id=\"node954\" class=\"node\"><title>139922059236072</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2926,-2136 2769,-2136 2769,-2102 2926,-2102 2926,-2136\"/>\n",
       "<text text-anchor=\"middle\" x=\"2847.5\" y=\"-2122.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2847.5\" y=\"-2109.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059236072&#45;&gt;139922059236688 -->\n",
       "<g id=\"edge1000\" class=\"edge\"><title>139922059236072&#45;&gt;139922059236688</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2771.16,-2101.92C2720.89,-2091.33 2656.23,-2077.71 2610.87,-2068.16\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2611.43,-2064.7 2600.92,-2066.07 2609.99,-2071.55 2611.43,-2064.7\"/>\n",
       "</g>\n",
       "<!-- 139922059238816 -->\n",
       "<g id=\"node955\" class=\"node\"><title>139922059238816</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2717.5,-2009 2535.5,-2009 2535.5,-1975 2717.5,-1975 2717.5,-2009\"/>\n",
       "<text text-anchor=\"middle\" x=\"2626.5\" y=\"-1995.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2626.5\" y=\"-1982.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 512, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059238816&#45;&gt;139922059239376 -->\n",
       "<g id=\"edge1001\" class=\"edge\"><title>139922059238816&#45;&gt;139922059239376</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2587.16,-1974.88C2558.64,-1963.2 2520.51,-1947.58 2493.56,-1936.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2494.75,-1933.25 2484.17,-1932.7 2492.1,-1939.73 2494.75,-1933.25\"/>\n",
       "</g>\n",
       "<!-- 139922059236016 -->\n",
       "<g id=\"node956\" class=\"node\"><title>139922059236016</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2702.5,-1939 2532.5,-1939 2532.5,-1905 2702.5,-1905 2702.5,-1939\"/>\n",
       "<text text-anchor=\"middle\" x=\"2617.5\" y=\"-1925.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2617.5\" y=\"-1912.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059236016&#45;&gt;139922059239264 -->\n",
       "<g id=\"edge1002\" class=\"edge\"><title>139922059236016&#45;&gt;139922059239264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2590.18,-1904.84C2574.23,-1895.41 2554.25,-1883.6 2538.68,-1874.39\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2540.03,-1871.12 2529.64,-1869.04 2536.46,-1877.14 2540.03,-1871.12\"/>\n",
       "</g>\n",
       "<!-- 139922059238536 -->\n",
       "<g id=\"node957\" class=\"node\"><title>139922059238536</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2878,-1939 2721,-1939 2721,-1905 2878,-1905 2878,-1939\"/>\n",
       "<text text-anchor=\"middle\" x=\"2799.5\" y=\"-1925.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2799.5\" y=\"-1912.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059238536&#45;&gt;139922059239264 -->\n",
       "<g id=\"edge1003\" class=\"edge\"><title>139922059238536&#45;&gt;139922059239264</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2724.73,-1904.92C2675.6,-1894.36 2612.42,-1880.77 2568.01,-1871.22\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2568.5,-1867.75 2557.99,-1869.07 2567.03,-1874.59 2568.5,-1867.75\"/>\n",
       "</g>\n",
       "<!-- 139922059239152 -->\n",
       "<g id=\"node958\" class=\"node\"><title>139922059239152</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2692.5,-1812 2510.5,-1812 2510.5,-1778 2692.5,-1778 2692.5,-1812\"/>\n",
       "<text text-anchor=\"middle\" x=\"2601.5\" y=\"-1798.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2601.5\" y=\"-1785.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059239152&#45;&gt;139922059238424 -->\n",
       "<g id=\"edge1004\" class=\"edge\"><title>139922059239152&#45;&gt;139922059238424</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2562.16,-1777.88C2533.64,-1766.2 2495.51,-1750.58 2468.56,-1739.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2469.75,-1736.25 2459.17,-1735.7 2467.1,-1742.73 2469.75,-1736.25\"/>\n",
       "</g>\n",
       "<!-- 139922059238032 -->\n",
       "<g id=\"node959\" class=\"node\"><title>139922059238032</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2677.5,-1742 2507.5,-1742 2507.5,-1708 2677.5,-1708 2677.5,-1742\"/>\n",
       "<text text-anchor=\"middle\" x=\"2592.5\" y=\"-1728.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2592.5\" y=\"-1715.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139922059238032&#45;&gt;139922059238256 -->\n",
       "<g id=\"edge1005\" class=\"edge\"><title>139922059238032&#45;&gt;139922059238256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2571.74,-1707.84C2560.09,-1698.77 2545.59,-1687.48 2533.98,-1678.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2535.8,-1675.42 2525.76,-1672.04 2531.5,-1680.95 2535.8,-1675.42\"/>\n",
       "</g>\n",
       "<!-- 139922059238928 -->\n",
       "<g id=\"node960\" class=\"node\"><title>139922059238928</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2853,-1742 2696,-1742 2696,-1708 2853,-1708 2853,-1742\"/>\n",
       "<text text-anchor=\"middle\" x=\"2774.5\" y=\"-1728.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2774.5\" y=\"-1715.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139922059238928&#45;&gt;139922059238256 -->\n",
       "<g id=\"edge1006\" class=\"edge\"><title>139922059238928&#45;&gt;139922059238256</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2706.27,-1707.92C2661.71,-1697.42 2604.5,-1683.94 2564.02,-1674.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2564.64,-1670.95 2554.1,-1672.07 2563.03,-1677.77 2564.64,-1670.95\"/>\n",
       "</g>\n",
       "<!-- 139922059238312 -->\n",
       "<g id=\"node961\" class=\"node\"><title>139922059238312</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2396,-2066 2275,-2066 2275,-2045 2396,-2045 2396,-2066\"/>\n",
       "<text text-anchor=\"middle\" x=\"2335.5\" y=\"-2052.4\" font-family=\"Times,serif\" font-size=\"12.00\">BatchNormBackward</text>\n",
       "</g>\n",
       "<!-- 139922059238312&#45;&gt;139922059238144 -->\n",
       "<g id=\"edge1007\" class=\"edge\"><title>139922059238312&#45;&gt;139922059238144</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2337.09,-2044.96C2340.57,-2023.33 2348.5,-1968.88 2348.5,-1923 2348.5,-1923 2348.5,-1923 2348.5,-1724 2348.5,-1686.72 2367.87,-1646.74 2380.91,-1624.06\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2384.08,-1625.57 2386.2,-1615.19 2378.07,-1621.99 2384.08,-1625.57\"/>\n",
       "</g>\n",
       "<!-- 139923884139128&#45;&gt;139922059238312 -->\n",
       "<g id=\"edge1008\" class=\"edge\"><title>139923884139128&#45;&gt;139922059238312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2376,-2108.39C2368.93,-2099.33 2358.15,-2085.51 2349.49,-2074.42\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2352.02,-2071.97 2343.11,-2066.24 2346.5,-2076.28 2352.02,-2071.97\"/>\n",
       "</g>\n",
       "<!-- 139922059238984 -->\n",
       "<g id=\"node963\" class=\"node\"><title>139922059238984</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2372,-2206 2151,-2206 2151,-2172 2372,-2172 2372,-2206\"/>\n",
       "<text text-anchor=\"middle\" x=\"2261.5\" y=\"-2192.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.downsample.0.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2261.5\" y=\"-2179.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048, 1024, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059238984&#45;&gt;139923884139128 -->\n",
       "<g id=\"edge1010\" class=\"edge\"><title>139922059238984&#45;&gt;139923884139128</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2290.41,-2171.88C2310.73,-2160.56 2337.69,-2145.54 2357.36,-2134.57\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2359.07,-2137.62 2366.1,-2129.7 2355.66,-2131.51 2359.07,-2137.62\"/>\n",
       "</g>\n",
       "<!-- 139922059239040 -->\n",
       "<g id=\"node964\" class=\"node\"><title>139922059239040</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2085,-2136 1864,-2136 1864,-2102 2085,-2102 2085,-2136\"/>\n",
       "<text text-anchor=\"middle\" x=\"1974.5\" y=\"-2122.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.downsample.1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"1974.5\" y=\"-2109.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139922059239040&#45;&gt;139922059238312 -->\n",
       "<g id=\"edge1011\" class=\"edge\"><title>139922059239040&#45;&gt;139922059238312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2068.88,-2101.92C2131.91,-2091.18 2213.24,-2077.33 2269.42,-2067.76\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2270.33,-2071.15 2279.6,-2066.02 2269.16,-2064.25 2270.33,-2071.15\"/>\n",
       "</g>\n",
       "<!-- 139922059239208 -->\n",
       "<g id=\"node965\" class=\"node\"><title>139922059239208</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2311.5,-2136 2103.5,-2136 2103.5,-2102 2311.5,-2102 2311.5,-2136\"/>\n",
       "<text text-anchor=\"middle\" x=\"2207.5\" y=\"-2122.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.0.downsample.1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2207.5\" y=\"-2109.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139922059239208&#45;&gt;139922059238312 -->\n",
       "<g id=\"edge1012\" class=\"edge\"><title>139922059239208&#45;&gt;139922059238312</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2241.13,-2101.84C2261.41,-2092.1 2286.98,-2079.81 2306.39,-2070.49\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2308.14,-2073.53 2315.64,-2066.04 2305.11,-2067.22 2308.14,-2073.53\"/>\n",
       "</g>\n",
       "<!-- 139922059238704 -->\n",
       "<g id=\"node966\" class=\"node\"><title>139922059238704</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2649.5,-1558 2467.5,-1558 2467.5,-1524 2649.5,-1524 2649.5,-1558\"/>\n",
       "<text text-anchor=\"middle\" x=\"2558.5\" y=\"-1544.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2558.5\" y=\"-1531.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 2048, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059238704&#45;&gt;139922059237864 -->\n",
       "<g id=\"edge1013\" class=\"edge\"><title>139922059238704&#45;&gt;139922059237864</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2538.59,-1523.88C2525.38,-1513.19 2508.09,-1499.19 2494.8,-1488.43\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2496.7,-1485.47 2486.72,-1481.89 2492.29,-1490.91 2496.7,-1485.47\"/>\n",
       "</g>\n",
       "<!-- 139922059237920 -->\n",
       "<g id=\"node967\" class=\"node\"><title>139922059237920</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2716.5,-1488 2546.5,-1488 2546.5,-1454 2716.5,-1454 2716.5,-1488\"/>\n",
       "<text text-anchor=\"middle\" x=\"2631.5\" y=\"-1474.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2631.5\" y=\"-1461.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059237920&#45;&gt;139922059237752 -->\n",
       "<g id=\"edge1014\" class=\"edge\"><title>139922059237920&#45;&gt;139922059237752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2611.79,-1453.84C2600.73,-1444.77 2586.97,-1433.48 2575.94,-1424.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2578.09,-1421.68 2568.14,-1418.04 2573.65,-1427.09 2578.09,-1421.68\"/>\n",
       "</g>\n",
       "<!-- 139922059237976 -->\n",
       "<g id=\"node968\" class=\"node\"><title>139922059237976</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2892,-1488 2735,-1488 2735,-1454 2892,-1454 2892,-1488\"/>\n",
       "<text text-anchor=\"middle\" x=\"2813.5\" y=\"-1474.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2813.5\" y=\"-1461.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059237976&#45;&gt;139922059237752 -->\n",
       "<g id=\"edge1015\" class=\"edge\"><title>139922059237976&#45;&gt;139922059237752</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2746.31,-1453.92C2702.44,-1443.42 2646.11,-1429.94 2606.24,-1420.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2607.02,-1416.99 2596.48,-1418.07 2605.39,-1423.8 2607.02,-1416.99\"/>\n",
       "</g>\n",
       "<!-- 139922059237640 -->\n",
       "<g id=\"node969\" class=\"node\"><title>139922059237640</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2736.5,-1361 2554.5,-1361 2554.5,-1327 2736.5,-1327 2736.5,-1361\"/>\n",
       "<text text-anchor=\"middle\" x=\"2645.5\" y=\"-1347.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2645.5\" y=\"-1334.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 512, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139922059237640&#45;&gt;139922059236352 -->\n",
       "<g id=\"edge1016\" class=\"edge\"><title>139922059237640&#45;&gt;139922059236352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2606.16,-1326.88C2577.64,-1315.2 2539.51,-1299.58 2512.56,-1288.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2513.75,-1285.25 2503.17,-1284.7 2511.1,-1291.73 2513.75,-1285.25\"/>\n",
       "</g>\n",
       "<!-- 139922059237416 -->\n",
       "<g id=\"node970\" class=\"node\"><title>139922059237416</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2721.5,-1291 2551.5,-1291 2551.5,-1257 2721.5,-1257 2721.5,-1291\"/>\n",
       "<text text-anchor=\"middle\" x=\"2636.5\" y=\"-1277.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2636.5\" y=\"-1264.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059237416&#45;&gt;139922059237696 -->\n",
       "<g id=\"edge1017\" class=\"edge\"><title>139922059237416&#45;&gt;139922059237696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2615.74,-1256.84C2604.09,-1247.77 2589.59,-1236.48 2577.98,-1227.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2579.8,-1224.42 2569.76,-1221.04 2575.5,-1229.95 2579.8,-1224.42\"/>\n",
       "</g>\n",
       "<!-- 139922059236408 -->\n",
       "<g id=\"node971\" class=\"node\"><title>139922059236408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2897,-1291 2740,-1291 2740,-1257 2897,-1257 2897,-1291\"/>\n",
       "<text text-anchor=\"middle\" x=\"2818.5\" y=\"-1277.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2818.5\" y=\"-1264.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139922059236408&#45;&gt;139922059237696 -->\n",
       "<g id=\"edge1018\" class=\"edge\"><title>139922059236408&#45;&gt;139922059237696</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2750.27,-1256.92C2705.71,-1246.42 2648.5,-1232.94 2608.02,-1223.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2608.64,-1219.95 2598.1,-1221.07 2607.03,-1226.77 2608.64,-1219.95\"/>\n",
       "</g>\n",
       "<!-- 139922059236744 -->\n",
       "<g id=\"node972\" class=\"node\"><title>139922059236744</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2736.5,-1164 2554.5,-1164 2554.5,-1130 2736.5,-1130 2736.5,-1164\"/>\n",
       "<text text-anchor=\"middle\" x=\"2645.5\" y=\"-1150.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2645.5\" y=\"-1137.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139922059236744&#45;&gt;139922059238592 -->\n",
       "<g id=\"edge1019\" class=\"edge\"><title>139922059236744&#45;&gt;139922059238592</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2606.16,-1129.88C2577.64,-1118.2 2539.51,-1102.58 2512.56,-1091.54\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2513.75,-1088.25 2503.17,-1087.7 2511.1,-1094.73 2513.75,-1088.25\"/>\n",
       "</g>\n",
       "<!-- 139922059237472 -->\n",
       "<g id=\"node973\" class=\"node\"><title>139922059237472</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2721.5,-1094 2551.5,-1094 2551.5,-1060 2721.5,-1060 2721.5,-1094\"/>\n",
       "<text text-anchor=\"middle\" x=\"2636.5\" y=\"-1080.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2636.5\" y=\"-1067.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139922059237472&#45;&gt;139922059236856 -->\n",
       "<g id=\"edge1020\" class=\"edge\"><title>139922059237472&#45;&gt;139922059236856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2615.74,-1059.84C2604.09,-1050.77 2589.59,-1039.48 2577.98,-1030.44\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2579.8,-1027.42 2569.76,-1024.04 2575.5,-1032.95 2579.8,-1027.42\"/>\n",
       "</g>\n",
       "<!-- 139922059237528 -->\n",
       "<g id=\"node974\" class=\"node\"><title>139922059237528</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2897,-1094 2740,-1094 2740,-1060 2897,-1060 2897,-1094\"/>\n",
       "<text text-anchor=\"middle\" x=\"2818.5\" y=\"-1080.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.1.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2818.5\" y=\"-1067.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139922059237528&#45;&gt;139922059236856 -->\n",
       "<g id=\"edge1021\" class=\"edge\"><title>139922059237528&#45;&gt;139922059236856</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2750.27,-1059.92C2705.71,-1049.42 2648.5,-1035.94 2608.02,-1026.4\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2608.64,-1022.95 2598.1,-1024.07 2607.03,-1029.77 2608.64,-1022.95\"/>\n",
       "</g>\n",
       "<!-- 139921935833408 -->\n",
       "<g id=\"node975\" class=\"node\"><title>139921935833408</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2693.5,-910 2511.5,-910 2511.5,-876 2693.5,-876 2693.5,-910\"/>\n",
       "<text text-anchor=\"middle\" x=\"2602.5\" y=\"-896.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.conv1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2602.5\" y=\"-883.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 2048, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139921935833408&#45;&gt;139921935833352 -->\n",
       "<g id=\"edge1023\" class=\"edge\"><title>139921935833408&#45;&gt;139921935833352</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2582.59,-875.885C2569.38,-865.189 2552.09,-851.191 2538.8,-840.431\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2540.7,-837.466 2530.72,-833.895 2536.29,-842.907 2540.7,-837.466\"/>\n",
       "</g>\n",
       "<!-- 139921935832568 -->\n",
       "<g id=\"node976\" class=\"node\"><title>139921935832568</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2760.5,-840 2590.5,-840 2590.5,-806 2760.5,-806 2760.5,-840\"/>\n",
       "<text text-anchor=\"middle\" x=\"2675.5\" y=\"-826.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.bn1.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2675.5\" y=\"-813.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139921935832568&#45;&gt;139921935832344 -->\n",
       "<g id=\"edge1024\" class=\"edge\"><title>139921935832568&#45;&gt;139921935832344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2655.79,-805.842C2644.73,-796.766 2630.97,-785.484 2619.94,-776.444\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2622.09,-773.676 2612.14,-770.042 2617.65,-779.089 2622.09,-773.676\"/>\n",
       "</g>\n",
       "<!-- 139921935834080 -->\n",
       "<g id=\"node977\" class=\"node\"><title>139921935834080</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2936,-840 2779,-840 2779,-806 2936,-806 2936,-840\"/>\n",
       "<text text-anchor=\"middle\" x=\"2857.5\" y=\"-826.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.bn1.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2857.5\" y=\"-813.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139921935834080&#45;&gt;139921935832344 -->\n",
       "<g id=\"edge1025\" class=\"edge\"><title>139921935834080&#45;&gt;139921935832344</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2790.31,-805.922C2746.44,-795.423 2690.11,-781.944 2650.24,-772.404\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2651.02,-768.991 2640.48,-770.067 2649.39,-775.798 2651.02,-768.991\"/>\n",
       "</g>\n",
       "<!-- 139921935834248 -->\n",
       "<g id=\"node978\" class=\"node\"><title>139921935834248</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2780.5,-713 2598.5,-713 2598.5,-679 2780.5,-679 2780.5,-713\"/>\n",
       "<text text-anchor=\"middle\" x=\"2689.5\" y=\"-699.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.conv2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2689.5\" y=\"-686.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512, 512, 3, 3)</text>\n",
       "</g>\n",
       "<!-- 139921935834248&#45;&gt;139921935831840 -->\n",
       "<g id=\"edge1026\" class=\"edge\"><title>139921935834248&#45;&gt;139921935831840</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2650.16,-678.885C2621.64,-667.202 2583.51,-651.581 2556.56,-640.541\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2557.75,-637.248 2547.17,-636.696 2555.1,-643.726 2557.75,-637.248\"/>\n",
       "</g>\n",
       "<!-- 139921935831896 -->\n",
       "<g id=\"node979\" class=\"node\"><title>139921935831896</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2765.5,-643 2595.5,-643 2595.5,-609 2765.5,-609 2765.5,-643\"/>\n",
       "<text text-anchor=\"middle\" x=\"2680.5\" y=\"-629.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.bn2.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2680.5\" y=\"-616.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139921935831896&#45;&gt;139921935832008 -->\n",
       "<g id=\"edge1027\" class=\"edge\"><title>139921935831896&#45;&gt;139921935832008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2659.74,-608.842C2648.09,-599.766 2633.59,-588.484 2621.98,-579.444\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2623.8,-576.423 2613.76,-573.042 2619.5,-581.947 2623.8,-576.423\"/>\n",
       "</g>\n",
       "<!-- 139921935831728 -->\n",
       "<g id=\"node980\" class=\"node\"><title>139921935831728</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2941,-643 2784,-643 2784,-609 2941,-609 2941,-643\"/>\n",
       "<text text-anchor=\"middle\" x=\"2862.5\" y=\"-629.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.bn2.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2862.5\" y=\"-616.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (512)</text>\n",
       "</g>\n",
       "<!-- 139921935831728&#45;&gt;139921935832008 -->\n",
       "<g id=\"edge1028\" class=\"edge\"><title>139921935831728&#45;&gt;139921935832008</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2794.27,-608.922C2749.71,-598.423 2692.5,-584.944 2652.02,-575.404\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2652.64,-571.954 2642.1,-573.067 2651.03,-578.767 2652.64,-571.954\"/>\n",
       "</g>\n",
       "<!-- 139921935832120 -->\n",
       "<g id=\"node981\" class=\"node\"><title>139921935832120</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2780.5,-516 2598.5,-516 2598.5,-482 2780.5,-482 2780.5,-516\"/>\n",
       "<text text-anchor=\"middle\" x=\"2689.5\" y=\"-502.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.conv3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2689.5\" y=\"-489.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048, 512, 1, 1)</text>\n",
       "</g>\n",
       "<!-- 139921935832120&#45;&gt;139921935832960 -->\n",
       "<g id=\"edge1029\" class=\"edge\"><title>139921935832120&#45;&gt;139921935832960</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2650.16,-481.885C2621.64,-470.202 2583.51,-454.581 2556.56,-443.541\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2557.75,-440.248 2547.17,-439.696 2555.1,-446.726 2557.75,-440.248\"/>\n",
       "</g>\n",
       "<!-- 139921935832456 -->\n",
       "<g id=\"node982\" class=\"node\"><title>139921935832456</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2765.5,-446 2595.5,-446 2595.5,-412 2765.5,-412 2765.5,-446\"/>\n",
       "<text text-anchor=\"middle\" x=\"2680.5\" y=\"-432.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.bn3.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2680.5\" y=\"-419.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139921935832456&#45;&gt;139921935831168 -->\n",
       "<g id=\"edge1030\" class=\"edge\"><title>139921935832456&#45;&gt;139921935831168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2659.74,-411.842C2648.09,-402.766 2633.59,-391.484 2621.98,-382.444\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2623.8,-379.423 2613.76,-376.042 2619.5,-384.947 2623.8,-379.423\"/>\n",
       "</g>\n",
       "<!-- 139921935833856 -->\n",
       "<g id=\"node983\" class=\"node\"><title>139921935833856</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2941,-446 2784,-446 2784,-412 2941,-412 2941,-446\"/>\n",
       "<text text-anchor=\"middle\" x=\"2862.5\" y=\"-432.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.layer4.2.bn3.bias</text>\n",
       "<text text-anchor=\"middle\" x=\"2862.5\" y=\"-419.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (2048)</text>\n",
       "</g>\n",
       "<!-- 139921935833856&#45;&gt;139921935831168 -->\n",
       "<g id=\"edge1031\" class=\"edge\"><title>139921935833856&#45;&gt;139921935831168</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2794.27,-411.922C2749.71,-401.423 2692.5,-387.944 2652.02,-378.404\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2652.64,-374.954 2642.1,-376.067 2651.03,-381.767 2652.64,-374.954\"/>\n",
       "</g>\n",
       "<!-- 139921935832288 -->\n",
       "<g id=\"node984\" class=\"node\"><title>139921935832288</title>\n",
       "<polygon fill=\"lightgrey\" stroke=\"black\" points=\"2637,-135 2564,-135 2564,-114 2637,-114 2637,-135\"/>\n",
       "<text text-anchor=\"middle\" x=\"2600.5\" y=\"-121.4\" font-family=\"Times,serif\" font-size=\"12.00\">TBackward</text>\n",
       "</g>\n",
       "<!-- 139921935832288&#45;&gt;139921935832736 -->\n",
       "<g id=\"edge1033\" class=\"edge\"><title>139921935832288&#45;&gt;139921935832736</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2579.6,-113.92C2560.61,-105.219 2532.38,-92.2792 2510.9,-82.4343\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2512.11,-79.1399 2501.57,-78.155 2509.2,-85.5034 2512.11,-79.1399\"/>\n",
       "</g>\n",
       "<!-- 139921935831392 -->\n",
       "<g id=\"node985\" class=\"node\"><title>139921935831392</title>\n",
       "<polygon fill=\"lightblue\" stroke=\"black\" points=\"2680.5,-205 2560.5,-205 2560.5,-171 2680.5,-171 2680.5,-205\"/>\n",
       "<text text-anchor=\"middle\" x=\"2620.5\" y=\"-191.4\" font-family=\"Times,serif\" font-size=\"12.00\">base_model.fc.weight</text>\n",
       "<text text-anchor=\"middle\" x=\"2620.5\" y=\"-178.4\" font-family=\"Times,serif\" font-size=\"12.00\"> (101, 2048)</text>\n",
       "</g>\n",
       "<!-- 139921935831392&#45;&gt;139921935832288 -->\n",
       "<g id=\"edge1034\" class=\"edge\"><title>139921935831392&#45;&gt;139921935832288</title>\n",
       "<path fill=\"none\" stroke=\"black\" d=\"M2615.25,-170.842C2612.64,-162.834 2609.48,-153.108 2606.75,-144.72\"/>\n",
       "<polygon fill=\"black\" stroke=\"black\" points=\"2610.02,-143.469 2603.6,-135.042 2603.37,-145.634 2610.02,-143.469\"/>\n",
       "</g>\n",
       "</g>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<graphviz.dot.Digraph at 0x7f421d481978>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import torch as t\n",
    "from torchviz import make_dot\n",
    "from graphviz import Digraph\n",
    "from model import Model\n",
    "from torch.autograd import Variable\n",
    "md=Model(101, 3, 'iframe', 'resnet152')\n",
    "x=Variable(t.randn(3,3,224,224))\n",
    "y=md(x)\n",
    "make_dot(y.mean(), params=dict(md.named_parameters()))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "Digraph?"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
